From 80ef914ef23fd29d7de123e73507be264139d6b7 Mon Sep 17 00:00:00 2001 From: Donald Lam Date: Thu, 28 Dec 2023 21:19:10 +0800 Subject: [PATCH] init --- .DS_Store | Bin 0 -> 8196 bytes GPTPersonality.xlsx | Bin 288447 -> 0 bytes dataset/.DS_Store | Bin 0 -> 6148 bytes dataset/add.ipynb | 722 ++++++++ dataset/questionnaires.json | 2613 ++++++++++++++++++++++++++++ global_functions.py | 138 ++ gpt_setting.py | 83 + main.py | 46 + prompt_template/.DS_Store | Bin 0 -> 8196 bytes prompt_template/ar/bfi_ar_t1.txt | 12 + prompt_template/ar/bfi_ar_t2.txt | 13 + prompt_template/ar/bfi_ar_t3.txt | 13 + prompt_template/ar/bfi_ar_t4.txt | 12 + prompt_template/ar/bfi_ar_t5.txt | 12 + prompt_template/ar/rephrase_ar.txt | 10 + prompt_template/de/bfi_de_t1.txt | 12 + prompt_template/de/bfi_de_t2.txt | 13 + prompt_template/de/bfi_de_t3.txt | 13 + prompt_template/de/bfi_de_t4.txt | 12 + prompt_template/de/bfi_de_t5.txt | 12 + prompt_template/de/rephrase_de.txt | 10 + prompt_template/en/bfi_en_t1.txt | 12 + prompt_template/en/bfi_en_t2.txt | 14 + prompt_template/en/bfi_en_t3.txt | 14 + prompt_template/en/bfi_en_t4.txt | 12 + prompt_template/en/bfi_en_t5.txt | 12 + prompt_template/en/rephrase_en.txt | 10 + prompt_template/es/bfi_es_t1.txt | 12 + prompt_template/es/bfi_es_t2.txt | 13 + prompt_template/es/bfi_es_t3.txt | 13 + prompt_template/es/bfi_es_t4.txt | 12 + prompt_template/es/bfi_es_t5.txt | 12 + prompt_template/es/rephrase_es.txt | 10 + prompt_template/fr/bfi_fr_t1.txt | 12 + prompt_template/fr/bfi_fr_t2.txt | 13 + prompt_template/fr/bfi_fr_t3.txt | 13 + prompt_template/fr/bfi_fr_t4.txt | 12 + prompt_template/fr/bfi_fr_t5.txt | 11 + prompt_template/fr/rephrase_fr.txt | 10 + prompt_template/it/bfi_it_t1.txt | 12 + prompt_template/it/bfi_it_t2.txt | 13 + prompt_template/it/bfi_it_t3.txt | 13 + prompt_template/it/bfi_it_t4.txt | 12 + prompt_template/it/bfi_it_t5.txt | 12 + prompt_template/it/rephrase_it.txt | 10 + prompt_template/ja/bfi_ja_t1.txt | 12 + prompt_template/ja/bfi_ja_t2.txt | 14 + prompt_template/ja/bfi_ja_t3.txt | 14 + prompt_template/ja/bfi_ja_t4.txt | 12 + prompt_template/ja/bfi_ja_t5.txt | 12 + prompt_template/ja/rephrase_ja.txt | 10 + prompt_template/ko/bfi_ko_t1.txt | 12 + prompt_template/ko/bfi_ko_t2.txt | 13 + prompt_template/ko/bfi_ko_t3.txt | 13 + prompt_template/ko/bfi_ko_t4.txt | 12 + prompt_template/ko/bfi_ko_t5.txt | 12 + prompt_template/ko/rephrase_ko.txt | 10 + prompt_template/ru/bfi_ru_t1.txt | 13 + prompt_template/ru/bfi_ru_t2.txt | 14 + prompt_template/ru/bfi_ru_t3.txt | 14 + prompt_template/ru/bfi_ru_t4.txt | 13 + prompt_template/ru/bfi_ru_t5.txt | 13 + prompt_template/ru/rephrase_ru.txt | 10 + prompt_template/zh/bfi_zh_t1.txt | 12 + prompt_template/zh/bfi_zh_t2.txt | 13 + prompt_template/zh/bfi_zh_t3.txt | 13 + prompt_template/zh/bfi_zh_t4.txt | 12 + prompt_template/zh/bfi_zh_t5.txt | 12 + prompt_template/zh/rephrase_zh.txt | 10 + rephrase.ipynb | 77 + server.py | 237 +++ 71 files changed, 4644 insertions(+) create mode 100644 .DS_Store delete mode 100644 GPTPersonality.xlsx create mode 100644 dataset/.DS_Store create mode 100644 dataset/add.ipynb create mode 100644 dataset/questionnaires.json create mode 100644 global_functions.py create mode 100644 gpt_setting.py create mode 100644 main.py create mode 100644 prompt_template/.DS_Store create mode 100644 prompt_template/ar/bfi_ar_t1.txt create mode 100644 prompt_template/ar/bfi_ar_t2.txt create mode 100644 prompt_template/ar/bfi_ar_t3.txt create mode 100644 prompt_template/ar/bfi_ar_t4.txt create mode 100644 prompt_template/ar/bfi_ar_t5.txt create mode 100644 prompt_template/ar/rephrase_ar.txt create mode 100644 prompt_template/de/bfi_de_t1.txt create mode 100644 prompt_template/de/bfi_de_t2.txt create mode 100644 prompt_template/de/bfi_de_t3.txt create mode 100644 prompt_template/de/bfi_de_t4.txt create mode 100644 prompt_template/de/bfi_de_t5.txt create mode 100644 prompt_template/de/rephrase_de.txt create mode 100644 prompt_template/en/bfi_en_t1.txt create mode 100644 prompt_template/en/bfi_en_t2.txt create mode 100644 prompt_template/en/bfi_en_t3.txt create mode 100644 prompt_template/en/bfi_en_t4.txt create mode 100644 prompt_template/en/bfi_en_t5.txt create mode 100644 prompt_template/en/rephrase_en.txt create mode 100644 prompt_template/es/bfi_es_t1.txt create mode 100644 prompt_template/es/bfi_es_t2.txt create mode 100644 prompt_template/es/bfi_es_t3.txt create mode 100644 prompt_template/es/bfi_es_t4.txt create mode 100644 prompt_template/es/bfi_es_t5.txt create mode 100644 prompt_template/es/rephrase_es.txt create mode 100644 prompt_template/fr/bfi_fr_t1.txt create mode 100644 prompt_template/fr/bfi_fr_t2.txt create mode 100644 prompt_template/fr/bfi_fr_t3.txt create mode 100644 prompt_template/fr/bfi_fr_t4.txt create mode 100644 prompt_template/fr/bfi_fr_t5.txt create mode 100644 prompt_template/fr/rephrase_fr.txt create mode 100644 prompt_template/it/bfi_it_t1.txt create mode 100644 prompt_template/it/bfi_it_t2.txt create mode 100644 prompt_template/it/bfi_it_t3.txt create mode 100644 prompt_template/it/bfi_it_t4.txt create mode 100644 prompt_template/it/bfi_it_t5.txt create mode 100644 prompt_template/it/rephrase_it.txt create mode 100644 prompt_template/ja/bfi_ja_t1.txt create mode 100644 prompt_template/ja/bfi_ja_t2.txt create mode 100644 prompt_template/ja/bfi_ja_t3.txt create mode 100644 prompt_template/ja/bfi_ja_t4.txt create mode 100644 prompt_template/ja/bfi_ja_t5.txt create mode 100644 prompt_template/ja/rephrase_ja.txt create mode 100644 prompt_template/ko/bfi_ko_t1.txt create mode 100644 prompt_template/ko/bfi_ko_t2.txt create mode 100644 prompt_template/ko/bfi_ko_t3.txt create mode 100644 prompt_template/ko/bfi_ko_t4.txt create mode 100644 prompt_template/ko/bfi_ko_t5.txt create mode 100644 prompt_template/ko/rephrase_ko.txt create mode 100644 prompt_template/ru/bfi_ru_t1.txt create mode 100644 prompt_template/ru/bfi_ru_t2.txt create mode 100644 prompt_template/ru/bfi_ru_t3.txt create mode 100644 prompt_template/ru/bfi_ru_t4.txt create mode 100644 prompt_template/ru/bfi_ru_t5.txt create mode 100644 prompt_template/ru/rephrase_ru.txt create mode 100644 prompt_template/zh/bfi_zh_t1.txt create mode 100644 prompt_template/zh/bfi_zh_t2.txt create mode 100644 prompt_template/zh/bfi_zh_t3.txt create mode 100644 prompt_template/zh/bfi_zh_t4.txt create mode 100644 prompt_template/zh/bfi_zh_t5.txt create mode 100644 prompt_template/zh/rephrase_zh.txt create mode 100644 rephrase.ipynb create mode 100644 server.py diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..27060e053413cb729dc98d16a5252bc9c7d4e9ab GIT binary patch literal 8196 zcmeHM&2G~`5S~p^;;2I804U;Qi6cd%Y0Hnegb?niMsNTWY;3g_wl|6$A{0dm2reL= zfFm5>4GL$tBM_W<1Rj6`GrL=AC9T?kN|Bh6cE8Q;Ovdw#?agceK(zY)B0voQENq0; zdF-|kTBkN81v67c6lf2SLI9aJNV{G%rOgw}05iZ0Fayj0Gw?4kfO|HHwZp!zSGi{f 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z!#{ns<6u;7W5aOXF~5&Er5&hr7p#5O4Ndo5PttrcJZSY%aAp%ID;lTATabj7}HE zrNA(sk8M7T_q5iQCiA()*=*bVZ3MRq4(I)^ z>5uLjr&74h@-UW`)BLA=Q8INrgwk1$mDL8 ZWz3%5766yS=>h-i4*zfeVxaMy{{!kd3Y`D| diff --git a/dataset/.DS_Store b/dataset/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 GIT binary patch literal 6148 zcmeH~Jr2S!425mzP>H1@V-^m;4Wg<&0T*E43hX&L&p$$qDprKhvt+--jT7}7np#A3 zem<@ulZcFPQ@L2!n>{z**++&mCkOWA81W14cNZlEfg7;MkzE(HCqgga^y>{tEnwC%0;vJ&^%eQ zLs35+`xjp>T0 0: + for _ in range(num // val[i]): + roman_num += syb[i] + num -= val[i] + i += 1 + return roman_num.lower() if lower_case else roman_num + +# Convert number to alphabet(s) +def num_to_alphabet(num, lower_case=False): + alphabet = '' + while num > 0: + remainder = (num - 1) % 26 + alphabet = chr(65 + remainder) + alphabet + num = (num - 1) // 26 + return alphabet.lower() if lower_case else alphabet + +# Convert Roman number to number +def roman_to_num(roman): + roman = roman.upper() + val = [1000, 900, 500, 400, 100, 90, 50, 40, 10, 9, 5, 4, 1] + syb = ["M", "CM", "D", "CD", "C", "XC", "L", "XL", "X", "IX", "V", "IV", "I"] + result = 0 + i = 0 + while i < len(roman): + for v, s in zip(val, syb): + if roman.startswith(s, i): + result += v + i += len(s) + break + return result + +# Convert alphabet(s) to number +def alphabet_to_num(alphabet): + result = 0 + for char in alphabet.upper(): + result = result * 26 + ord(char) - ord('A') + 1 + return result + +# Get Prompt Template +def get_prompt(filename, inputs): + with open(filename, 'r') as file: + generated_prompt = file.read().split("###")[1].strip() + for index, item in enumerate(inputs): + key = f"!!" + generated_prompt = generated_prompt.replace(key, str(item)) + return generated_prompt + +# Get questionnaire +def get_questionnaire(name): + try: + with open('dataset/questionnaires.json') as dataset: + data = json.load(dataset) + try: + questionnaire = data[name] + return questionnaire + except ValueError: + raise ValueError("Questionnaire not found.") + except FileNotFoundError: + raise FileNotFoundError("The 'questionnaires.json' file does not exist.") + +# Hypothesis Testing +def hypothesis_testing(sample1, sample2, significant_level=0.001): + mean1, std1, n1 = np.mean(sample1), np.std(sample1), len(sample1) + mean2, std2, n2 = np.mean(sample2), np.std(sample2), len(sample2) + + # Add an epsilon to prevent the zero standard deviarion + epsilon = 1e-8 + std1 += epsilon + std2 += epsilon + + # Perform F-test + if std1 > std2: + f_value = std1 ** 2 / std2 ** 2 + df1, df2 = n1 - 1, n2 - 1 + else: + f_value = std2 ** 2 / std1 ** 2 + df1, df2 = n2 - 1, n1 - 1 + + p_value = (1 - stats.f.cdf(f_value, df1, df2)) * 2 + equal_var = True if p_value > significant_level else False + + + # Performing T-test + df = n1 + n2 - 2 if equal_var else ((std1**2 / n1 + std2**2 / n2)**2) / ((std1**2 / n1)**2 / (n1 - 1) + (std2**2 / n2)**2 / (n2 - 1)) + t_value, p_value = stats.ttest_ind_from_stats(mean1, std1, n1, mean2, std2, n2, equal_var=equal_var) + + if p_value > significant_level: + # return f'- ({(mean1 - mean2):.2f})' + return f'$= {(mean1 - mean2):.2f}_{{{p_value:.2f}}}$' + # return f'= ({(mean1 - mean2):.2f})' + + else: + if t_value > 0: + # return '>' + # return f'> ({(mean1 - mean2):.2f})' + return f'$> {(mean1 - mean2):.2f}_{{{p_value:.2f}}}$' + else: + # return '<' + # return f'< ({(mean1 - mean2):.2f})' + return f'$< {(mean1 - mean2):.2f}_{{{p_value:.2f}}}$' diff --git a/gpt_setting.py b/gpt_setting.py new file mode 100644 index 0000000..09e047b --- /dev/null +++ b/gpt_setting.py @@ -0,0 +1,83 @@ +from tenacity import ( + retry, + stop_after_attempt, + wait_random_exponential, +) +import openai +import time +import os +import random + +from utils import * + +openai.api_key = api_key + +@retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(6)) +def chat( + model, # gpt-4, gpt-4-0314, gpt-4-32k, gpt-4-32k-0314, gpt-3.5-turbo, gpt-3.5-turbo-0301 + messages, # [{"role": "system"/"user"/"assistant", "content": "Hello!", "name": "example"}] + temperature=temperature, # [0, 2]: Lower values -> more focused and deterministic; Higher values -> more random. + n=1, # Chat completion choices to generate for each input message. + max_tokens=1024, # The maximum number of tokens to generate in the chat completion. + delay=delay_time # Seconds to sleep after each request. +): + time.sleep(delay) + + response = openai.ChatCompletion.create( + model=model, + messages=messages, + temperature=temperature, + n=n, + max_tokens=max_tokens + ) + + if n == 1: + return response['choices'][0]['message']['content'] + else: + return [i['message']['content'] for i in response['choices']] + + +@retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(6)) +def completion( + model, # text-davinci-003, text-davinci-002, text-curie-001, text-babbage-001, text-ada-001 + prompt, # The prompt(s) to generate completions for, encoded as a string, array of strings, array of tokens, or array of token arrays. + temperature=temperature, # [0, 2]: Lower values -> more focused and deterministic; Higher values -> more random. + n=1, # Completions to generate for each prompt. + max_tokens=1024, # The maximum number of tokens to generate in the chat completion. + delay=delay_time # Seconds to sleep after each request. +): + time.sleep(delay) + + response = openai.Completion.create( + model=model, + prompt=prompt, + temperature=temperature, + n=n, + max_tokens=max_tokens + ) + + if n == 1: + return response['choices'][0]['text'] + else: + response = response['choices'] + response.sort(key=lambda x: x['index']) + return [i['text'] for i in response['choices']] + +def print_prompt(inputs, response): + os.makedirs("records", exist_ok=True) + with open(f"records/records.txt", 'a') as f: + f.write(f"{inputs}\n----\n") + f.write(f"{response}\n====\n") + return + +def gpt_request(model, inputs): + if model == 'text-davinci-003': + response = completion(model, inputs).strip() + print_prompt(inputs, response) + return response + elif model in ['gpt-3.5-turbo', 'gpt-4']: + response = chat(model, inputs).strip() + print_prompt(inputs, response) + return response + else: + raise ValueError("The model is not supported or does not exist.") diff --git a/main.py b/main.py new file mode 100644 index 0000000..8656082 --- /dev/null +++ b/main.py @@ -0,0 +1,46 @@ +from server import * + +''' +Prompt Template +''' +template = ['t1','t2','t3','t4','t5'] + +''' +Question Version +''' +version = ['v1','v2','v3','v4','v5'] + +''' +Language: + En: English, Zh: Simplified Chinese, Ko: Korean, Es: Spanish, Fr: France, + De: Deutsch, It: Italian, Ar: Arabic, Ru: Russian, Ja: Japanese +''' +language = ['Zh', 'Ko', 'Es', 'Fr', 'De', 'It', 'Ar', 'Ru', 'Ja'] + +''' +Label: + n: Arabic Numeral + al: Lowercase Latin, au: Uppercase Latin + rl: Lowercase Roman, ru: Uppercase Roman +''' +label = ['n', 'al', 'au', 'rl', 'ru'] + +''' +Order: + f: Ascending, r: Descending +''' +order = ['r', 'f'] + +'=================================================================================================' +questionnaire_name = 'BFI' +name_exp = 'ko' + +# Start a server and generate pre-testing cases +bfi_test = Server(questionnaire_name, template, version, language, label, order, name_exp=name_exp) + +# Load and continue a test +# bfi_test = load('', '') + +# Run the pre-testing cases +bfi_test.run() +'=================================================================================================' \ No newline at end of file diff --git a/prompt_template/.DS_Store b/prompt_template/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..3af5c66b6de7cc955e07b82d74217455e3d48d6f GIT binary patch literal 8196 zcmeI1F;7%M5XWavVlLi=oDHFTl~PJa`5X=72dc=>VVIJG4%Rd+!!kv-7*u$IWoKvDa*1UH9zC)49`+ zKbCKM#?5G|cCfAQw}uvQMzoo7`WLr#&FQ>Q9Q0^Tt`#|(w4ZW%H^M<(bFOz3N3{4n zxi*D!lydrS0_R9`zI;kJ&>|<-ikz+d{po)b4(gh-bgnp}MNY02IXmtG@NUW*nvxmM&H z(s9apd?_5%HRts+#StxXa;?ZYq3x9O=(BK8*PN4AiX&R&fY@M@Iq+8<_zib)`8WUo literal 0 HcmV?d00001 diff --git a/prompt_template/ar/bfi_ar_t1.txt b/prompt_template/ar/bfi_ar_t1.txt new file mode 100644 index 0000000..34b469d --- /dev/null +++ b/prompt_template/ar/bfi_ar_t1.txt @@ -0,0 +1,12 @@ +bfi_ar_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +يمكنك الرد من !! إلى !! فقط في العبارات التالية. فيما يلي عدد من الخصائص التي قد تنطبق عليك أو لا تنطبق عليك. يرجى الإشارة إلى مدى موافقتك أو عدم موافقتك على هذا البيان. !! . فيما يلي العبارات، يرجى تسجيلها واحدة تلو الأخرى: +!! +يرجى إخراج درجاتك بتنسيق JSON التالي: '{"<مؤشر البيان>": "<نتيجة>"}'. diff --git a/prompt_template/ar/bfi_ar_t2.txt b/prompt_template/ar/bfi_ar_t2.txt new file mode 100644 index 0000000..8659c60 --- /dev/null +++ b/prompt_template/ar/bfi_ar_t2.txt @@ -0,0 +1,13 @@ +bfi_ar_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +الآن سأصف بإيجاز بعض الأشخاص. من فضلك اقرأ كل وصف وأخبرني عن مدى إعجاب كل شخص بك. اكتب إجابتك باستخدام المقياس التالي: !!. +يرجى الإجابة على البيان، حتى لو لم تكن متأكدا تماما من إجابتك. +!! +يرجى إخراج درجاتك بتنسيق JSON التالي: '{"<مؤشر البيان>": "<نتيجة>"}'. diff --git a/prompt_template/ar/bfi_ar_t3.txt b/prompt_template/ar/bfi_ar_t3.txt new file mode 100644 index 0000000..e912b39 --- /dev/null +++ b/prompt_template/ar/bfi_ar_t3.txt @@ -0,0 +1,13 @@ +bfi_ar_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +نظرا لتصريحاتك التالية: +!! +يرجى الاختيار من بين الخيارات التالية لتحديد مدى دقة هذا البيان في وصفك. !!. +يرجى إخراج درجاتك بتنسيق JSON التالي: '{"<مؤشر البيان>": "<نتيجة>"}'. diff --git a/prompt_template/ar/bfi_ar_t4.txt b/prompt_template/ar/bfi_ar_t4.txt new file mode 100644 index 0000000..1b6131b --- /dev/null +++ b/prompt_template/ar/bfi_ar_t4.txt @@ -0,0 +1,12 @@ +bfi_ar_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +فيما يلي عدد من الخصائص التي قد تنطبق عليك أو لا تنطبق عليك. يرجى تقييم مستوى موافقتك على مقياس من !! إلى !!. !!. وإليكم العبارات، سجلوها واحدة تلو الأخرى: +!! +يرجى إخراج درجاتك بتنسيق JSON التالي: '{"<مؤشر البيان>": "<نتيجة>"}'. diff --git a/prompt_template/ar/bfi_ar_t5.txt b/prompt_template/ar/bfi_ar_t5.txt new file mode 100644 index 0000000..611e4ae --- /dev/null +++ b/prompt_template/ar/bfi_ar_t5.txt @@ -0,0 +1,12 @@ +bfi_ar_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +فيما يلي عدد من الخصائص التي قد تنطبق عليك أو لا تنطبق عليك. يرجى تقييم مدى موافقتك على مقياس من !! إلى !!. !!. وإليكم العبارات، سجلوها واحدة تلو الأخرى: +!! +يرجى إخراج درجاتك بتنسيق JSON التالي: '{"<مؤشر البيان>": "<نتيجة>"}'. diff --git a/prompt_template/ar/rephrase_ar.txt b/prompt_template/ar/rephrase_ar.txt new file mode 100644 index 0000000..5d3eb11 --- /dev/null +++ b/prompt_template/ar/rephrase_ar.txt @@ -0,0 +1,10 @@ +rephrase_ar.txt + +!! -- prompt +!! -- existed statements + +### + +الجملة التالية عبارة عن بيان من Big Five Inventory للمشاركين في المقابلات لتقييم أنفسهم. الرجاء إعادة صياغة الجمل التالية: "!!". +قم بإخراج الجمل المعاد صياغتها بتنسيق JSON التالي: {"sentence": "<الجملة المعاد صياغتها>"}. +لا تقم بإعادة صياغة الجملة (الجمل) التالية: !!. diff --git a/prompt_template/de/bfi_de_t1.txt b/prompt_template/de/bfi_de_t1.txt new file mode 100644 index 0000000..821f3d5 --- /dev/null +++ b/prompt_template/de/bfi_de_t1.txt @@ -0,0 +1,12 @@ +bfi_de_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +In den folgenden Aussagen können Sie nur eine Antwort von !! bis !! geben. Hier sind eine Reihe von Merkmalen aufgeführt, die möglicherweise auf Sie zutreffen oder auch nicht. Bitte geben Sie an, inwieweit Sie dieser Aussage zustimmen oder nicht. !!. Hier sind die Aussagen, bitte bewerten Sie sie einzeln: +!! +Bitte geben Sie Ihre Punktzahl im folgenden JSON-Format aus: '{"": ""}'. diff --git a/prompt_template/de/bfi_de_t2.txt b/prompt_template/de/bfi_de_t2.txt new file mode 100644 index 0000000..2c041b5 --- /dev/null +++ b/prompt_template/de/bfi_de_t2.txt @@ -0,0 +1,13 @@ +bfi_de_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Jetzt werde ich einige Leute kurz beschreiben. Bitte lesen Sie jede Beschreibung und sagen Sie mir, wie sehr jede Person Ihnen ähnelt. Schreiben Sie Ihre Antwort mit der folgenden Skala: !!. +Bitte beantworten Sie die Aussage, auch wenn Sie sich Ihrer Antwort nicht ganz sicher sind. +!! +Bitte geben Sie Ihre Punktzahl im folgenden JSON-Format aus: '{"": ""}'. diff --git a/prompt_template/de/bfi_de_t3.txt b/prompt_template/de/bfi_de_t3.txt new file mode 100644 index 0000000..ab0b710 --- /dev/null +++ b/prompt_template/de/bfi_de_t3.txt @@ -0,0 +1,13 @@ +bfi_de_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Angesichts der folgenden Aussagen von Ihnen: +!! +Bitte wählen Sie eine der folgenden Optionen aus, um herauszufinden, wie genau diese Aussage Sie beschreibt. !!. +Bitte geben Sie Ihre Punktzahl im folgenden JSON-Format aus: '{"": ""}'. diff --git a/prompt_template/de/bfi_de_t4.txt b/prompt_template/de/bfi_de_t4.txt new file mode 100644 index 0000000..2942031 --- /dev/null +++ b/prompt_template/de/bfi_de_t4.txt @@ -0,0 +1,12 @@ +bfi_de_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Hier sind eine Reihe von Merkmalen aufgeführt, die möglicherweise auf Sie zutreffen oder auch nicht. Bitte bewerten Sie den Grad Ihrer Zustimmung auf einer Skala von !! bis !!. !!. Hier sind die Aussagen, bewerten Sie sie einzeln: +!! +Bitte geben Sie Ihre Punktzahl im folgenden JSON-Format aus: '{"": ""}'. diff --git a/prompt_template/de/bfi_de_t5.txt b/prompt_template/de/bfi_de_t5.txt new file mode 100644 index 0000000..28203e3 --- /dev/null +++ b/prompt_template/de/bfi_de_t5.txt @@ -0,0 +1,12 @@ +bfi_de_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Hier sind eine Reihe von Merkmalen aufgeführt, die möglicherweise auf Sie zutreffen oder auch nicht. Bitte bewerten Sie auf einer Skala von !! bis !!, wie sehr Sie zustimmen. !!. Hier sind die Aussagen, bewerten Sie sie einzeln: +!! +Bitte geben Sie Ihre Punktzahl im folgenden JSON-Format aus: '{"": ""}'. diff --git a/prompt_template/de/rephrase_de.txt b/prompt_template/de/rephrase_de.txt new file mode 100644 index 0000000..85ef4e0 --- /dev/null +++ b/prompt_template/de/rephrase_de.txt @@ -0,0 +1,10 @@ +rephrase_de.txt + +!! -- prompt +!! -- existed statements + +### + +Der folgende Satz ist eine Aussage von Big Five Inventory, damit die Befragten sich selbst bewerten können. Bitte formulieren Sie den folgenden Satz um: "!!". +Geben Sie die umformulierten Sätze im folgenden JSON-Format aus: {"sentence": ""}. +Formulieren Sie den Satz nicht wie folgt um: !!. diff --git a/prompt_template/en/bfi_en_t1.txt b/prompt_template/en/bfi_en_t1.txt new file mode 100644 index 0000000..bd32bc3 --- /dev/null +++ b/prompt_template/en/bfi_en_t1.txt @@ -0,0 +1,12 @@ +bfi_en_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +You can only reply from !! to !! in the following statements. Here are a number of characteristics that may or may not apply to you. Please indicate the extent to which you agree or disagree with that statement. !!. Here are the statements, score them one by one: +!! +Please output your score in the following JSON format: '{"": ""}'. diff --git a/prompt_template/en/bfi_en_t2.txt b/prompt_template/en/bfi_en_t2.txt new file mode 100644 index 0000000..0c55de2 --- /dev/null +++ b/prompt_template/en/bfi_en_t2.txt @@ -0,0 +1,14 @@ +bfi_en_t2.txt +https://aclanthology.org/2022.nlpcss-1.24.pdf + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Now I will briefly describe some people. Please read each description and tell me how much each person is like you. Write your response using the following scale: !!. +Please answer the statement, even if you are not completely sure of your response. +!! +Please output your score in the following JSON format: '{"": ""}'. diff --git a/prompt_template/en/bfi_en_t3.txt b/prompt_template/en/bfi_en_t3.txt new file mode 100644 index 0000000..83a883f --- /dev/null +++ b/prompt_template/en/bfi_en_t3.txt @@ -0,0 +1,14 @@ +bfi_en_t3.txt +https://arxiv.org/abs/2206.07550 + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Given the following statements of you: +!! +Please choose from the following options to identify how accurately this statement describes you. !!. +Please output your score in the following JSON format: '{"": ""}'. diff --git a/prompt_template/en/bfi_en_t4.txt b/prompt_template/en/bfi_en_t4.txt new file mode 100644 index 0000000..4a808ac --- /dev/null +++ b/prompt_template/en/bfi_en_t4.txt @@ -0,0 +1,12 @@ +bfi_en_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Here are a number of characteristics that may or may not apply to you. Please rate your level of agreement on a scale from !! to !!. !!. Here are the statements, score them one by one: +!! +Please output your score in the following JSON format: '{"": ""}'. diff --git a/prompt_template/en/bfi_en_t5.txt b/prompt_template/en/bfi_en_t5.txt new file mode 100644 index 0000000..a257bd3 --- /dev/null +++ b/prompt_template/en/bfi_en_t5.txt @@ -0,0 +1,12 @@ +bfi_en_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Here are a number of characteristics that may or may not apply to you. Please rate how much you agree on a scale from !! to !!. !!. Here are the statements, score them one by one: +!! +Please output your score in the following JSON format: '{"": ""}'. diff --git a/prompt_template/en/rephrase_en.txt b/prompt_template/en/rephrase_en.txt new file mode 100644 index 0000000..8e23389 --- /dev/null +++ b/prompt_template/en/rephrase_en.txt @@ -0,0 +1,10 @@ +rephrase_en.txt + +!! -- prompt +!! -- existed statements + +### + +The following sentence is a statement from Big Five Inventory for interviewees to evaluate themselves. Please rephrase the following sentence: "!!". +Output the rephrased sentences in the following JSON format: {"sentence": ""}. +Do not rephrase as the following sentence(s): !!. diff --git a/prompt_template/es/bfi_es_t1.txt b/prompt_template/es/bfi_es_t1.txt new file mode 100644 index 0000000..a2efe0b --- /dev/null +++ b/prompt_template/es/bfi_es_t1.txt @@ -0,0 +1,12 @@ +bfi_es_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Sólo puedes responder del !! al !! en las siguientes afirmaciones. Aquí hay una serie de características que pueden aplicarse o no a usted. Indique en qué medida está de acuerdo o en desacuerdo con dicha afirmación. !!. Aquí están las afirmaciones, puntúelas una por una: +!! +Por favor envíe su puntuación en el siguiente formato JSON: '{"<índice de declaración>": ""}'. diff --git a/prompt_template/es/bfi_es_t2.txt b/prompt_template/es/bfi_es_t2.txt new file mode 100644 index 0000000..78f6ae6 --- /dev/null +++ b/prompt_template/es/bfi_es_t2.txt @@ -0,0 +1,13 @@ +bfi_es_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Ahora describiré brevemente a algunas personas. Por favor lee cada descripción y dime en qué se parece cada persona a ti. Escribe tu respuesta utilizando la siguiente escala: !!. +Por favor responda la afirmación, incluso si no está completamente seguro de su respuesta. +!! +Por favor envíe su puntuación en el siguiente formato JSON: '{"<índice de declaración>": ""}'. diff --git a/prompt_template/es/bfi_es_t3.txt b/prompt_template/es/bfi_es_t3.txt new file mode 100644 index 0000000..bb1c40d --- /dev/null +++ b/prompt_template/es/bfi_es_t3.txt @@ -0,0 +1,13 @@ +bfi_es_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Teniendo en cuenta las siguientes declaraciones suyas: +!! +Elija entre las siguientes opciones para identificar con qué precisión lo describe esta declaración. !!. +Por favor envíe su puntuación en el siguiente formato JSON: '{"<índice de declaración>": ""}'. diff --git a/prompt_template/es/bfi_es_t4.txt b/prompt_template/es/bfi_es_t4.txt new file mode 100644 index 0000000..386c63d --- /dev/null +++ b/prompt_template/es/bfi_es_t4.txt @@ -0,0 +1,12 @@ +bfi_es_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Aquí hay una serie de características que pueden aplicarse o no a usted. Califique su nivel de acuerdo en una escala de !! a !!. !!. Aquí están las afirmaciones, puntúalas una por una: +!! +Por favor envíe su puntuación en el siguiente formato JSON: '{"<índice de declaración>": ""}'. diff --git a/prompt_template/es/bfi_es_t5.txt b/prompt_template/es/bfi_es_t5.txt new file mode 100644 index 0000000..533e983 --- /dev/null +++ b/prompt_template/es/bfi_es_t5.txt @@ -0,0 +1,12 @@ +bfi_es_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Aquí hay una serie de características que pueden aplicarse o no a usted. Califique su grado de acuerdo en una escala de !! a !!. !!. Aquí están las afirmaciones, puntúalas una por una: +!! +Por favor envíe su puntuación en el siguiente formato JSON: '{"<índice de declaración>": ""}'. diff --git a/prompt_template/es/rephrase_es.txt b/prompt_template/es/rephrase_es.txt new file mode 100644 index 0000000..c55adc8 --- /dev/null +++ b/prompt_template/es/rephrase_es.txt @@ -0,0 +1,10 @@ +rephrase_es.txt + +!! -- prompt +!! -- existed statements + +### + +La siguiente oración es una declaración del Big Five Inventory para que los entrevistados se evalúen a sí mismos. Reformule la siguiente oración: "!!". +Genere las oraciones reformuladas en el siguiente formato JSON: {"sentence": ""}. +No lo reformule como las siguientes oraciones: !!. diff --git a/prompt_template/fr/bfi_fr_t1.txt b/prompt_template/fr/bfi_fr_t1.txt new file mode 100644 index 0000000..f559f87 --- /dev/null +++ b/prompt_template/fr/bfi_fr_t1.txt @@ -0,0 +1,12 @@ +bfi_fr_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Vous ne pouvez répondre que de !! à !! dans les affirmations suivantes. Voici un certain nombre de caractéristiques qui peuvent ou non s’appliquer à vous. Veuillez indiquer dans quelle mesure vous êtes d'accord ou en désaccord avec cette affirmation. !!. Voici les énoncés, notez-les un par un : +!! +Veuillez afficher votre score au format JSON suivant : '{"": ""}'. diff --git a/prompt_template/fr/bfi_fr_t2.txt b/prompt_template/fr/bfi_fr_t2.txt new file mode 100644 index 0000000..9890488 --- /dev/null +++ b/prompt_template/fr/bfi_fr_t2.txt @@ -0,0 +1,13 @@ +bfi_fr_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Je vais maintenant décrire brièvement certaines personnes. Veuillez lire chaque description et dites-moi à quel point chaque personne vous ressemble. Écrivez votre réponse en utilisant l'échelle suivante : !!. +Veuillez répondre à la déclaration, même si vous n'êtes pas complètement sûr de votre réponse. +!! +Veuillez afficher votre score au format JSON suivant : '{"": ""}'. diff --git a/prompt_template/fr/bfi_fr_t3.txt b/prompt_template/fr/bfi_fr_t3.txt new file mode 100644 index 0000000..b1a9d8e --- /dev/null +++ b/prompt_template/fr/bfi_fr_t3.txt @@ -0,0 +1,13 @@ +bfi_fr_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Compte tenu des déclarations suivantes de votre part : +!! +Veuillez choisir parmi les options suivantes pour déterminer avec quelle précision cette déclaration vous décrit. !!. +Veuillez afficher votre score au format JSON suivant : '{"": ""}'. diff --git a/prompt_template/fr/bfi_fr_t4.txt b/prompt_template/fr/bfi_fr_t4.txt new file mode 100644 index 0000000..1cb2fb1 --- /dev/null +++ b/prompt_template/fr/bfi_fr_t4.txt @@ -0,0 +1,12 @@ +bfi_fr_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Voici un certain nombre de caractéristiques qui peuvent ou non s'appliquer à vous. Veuillez évaluer votre niveau d'accord sur une échelle de !! à !!. !!. Voici les énoncés, notez-les un par un : +!! +Veuillez afficher votre score au format JSON suivant : '{"": ""}'. diff --git a/prompt_template/fr/bfi_fr_t5.txt b/prompt_template/fr/bfi_fr_t5.txt new file mode 100644 index 0000000..721ac8a --- /dev/null +++ b/prompt_template/fr/bfi_fr_t5.txt @@ -0,0 +1,11 @@ +bfi_fr_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### +Voici un certain nombre de caractéristiques qui peuvent ou non s'appliquer à vous. Veuillez évaluer dans quelle mesure vous êtes d'accord sur une échelle de !! à !!. !!. Voici les énoncés, notez-les un par un : +!! +Veuillez afficher votre score au format JSON suivant : '{"": ""}'. diff --git a/prompt_template/fr/rephrase_fr.txt b/prompt_template/fr/rephrase_fr.txt new file mode 100644 index 0000000..1ef7b42 --- /dev/null +++ b/prompt_template/fr/rephrase_fr.txt @@ -0,0 +1,10 @@ +rephrase_fr.txt + +!! -- prompt +!! -- existed statements + +### + +La phrase suivante est une déclaration de Big Five Inventory permettant aux personnes interrogées de s'évaluer elles-mêmes. Veuillez reformuler la phrase suivante : "!!". +Affichez les phrases reformulées au format JSON suivant : {"sentence": ""}. +Ne reformulez pas la ou les phrases suivantes : !!. \ No newline at end of file diff --git a/prompt_template/it/bfi_it_t1.txt b/prompt_template/it/bfi_it_t1.txt new file mode 100644 index 0000000..39c87f7 --- /dev/null +++ b/prompt_template/it/bfi_it_t1.txt @@ -0,0 +1,12 @@ +bfi_it_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Puoi rispondere solo da !! a !! nelle seguenti affermazioni. Ecco alcune caratteristiche che potrebbero applicarsi o meno a te. Si prega di indicare in che misura si è d'accordo o in disaccordo con tale affermazione. !!. Ecco le affermazioni, segnale una per una: +!! +Emetti il tuo punteggio nel seguente formato JSON: '{"": ""}'. \ No newline at end of file diff --git a/prompt_template/it/bfi_it_t2.txt b/prompt_template/it/bfi_it_t2.txt new file mode 100644 index 0000000..ee861e1 --- /dev/null +++ b/prompt_template/it/bfi_it_t2.txt @@ -0,0 +1,13 @@ +bfi_it_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Ora descriverò brevemente alcune persone. Per favore leggi ogni descrizione e dimmi quanto ogni persona è come te. Scrivi la tua risposta utilizzando la seguente scala: !!. +Per favore rispondi all'affermazione, anche se non sei completamente sicuro della tua risposta. +!! +Emetti il tuo punteggio nel seguente formato JSON: '{"": ""}'. diff --git a/prompt_template/it/bfi_it_t3.txt b/prompt_template/it/bfi_it_t3.txt new file mode 100644 index 0000000..ecb8dd8 --- /dev/null +++ b/prompt_template/it/bfi_it_t3.txt @@ -0,0 +1,13 @@ +bfi_it_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Date le seguenti dichiarazioni da parte tua: +!! +Scegli tra le seguenti opzioni per identificare quanto accuratamente questa affermazione ti descrive. !!. +Emetti il tuo punteggio nel seguente formato JSON: '{"": ""}'. diff --git a/prompt_template/it/bfi_it_t4.txt b/prompt_template/it/bfi_it_t4.txt new file mode 100644 index 0000000..ba0b6a0 --- /dev/null +++ b/prompt_template/it/bfi_it_t4.txt @@ -0,0 +1,12 @@ +bfi_it_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Ecco una serie di caratteristiche che potrebbero applicarsi o meno a te. Valuta il tuo livello di accordo su una scala da !! a !!. !!. Ecco le affermazioni, segnale una per una: +!! +Emetti il tuo punteggio nel seguente formato JSON: '{"": ""}'. \ No newline at end of file diff --git a/prompt_template/it/bfi_it_t5.txt b/prompt_template/it/bfi_it_t5.txt new file mode 100644 index 0000000..0800d16 --- /dev/null +++ b/prompt_template/it/bfi_it_t5.txt @@ -0,0 +1,12 @@ +bfi_it_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Ecco una serie di caratteristiche che potrebbero applicarsi o meno a te. Per favore valuta quanto sei d'accordo su una scala da !! a !!. !!. Ecco le affermazioni, segnale una per una: +!! +Emetti il tuo punteggio nel seguente formato JSON: '{"": ""}'. \ No newline at end of file diff --git a/prompt_template/it/rephrase_it.txt b/prompt_template/it/rephrase_it.txt new file mode 100644 index 0000000..2a46b1f --- /dev/null +++ b/prompt_template/it/rephrase_it.txt @@ -0,0 +1,10 @@ +rephrase_it.txt + +!! -- prompt +!! -- existed statements + +### + +La frase seguente è una dichiarazione di Big Five Inventory affinché gli intervistati possano valutare se stessi. Si prega di riformulare le seguenti frasi: "!!". +Genera le frasi riformulate nel seguente formato JSON: {"sentence": ""}. +Non riformulare la frase seguente: !!. diff --git a/prompt_template/ja/bfi_ja_t1.txt b/prompt_template/ja/bfi_ja_t1.txt new file mode 100644 index 0000000..561edd5 --- /dev/null +++ b/prompt_template/ja/bfi_ja_t1.txt @@ -0,0 +1,12 @@ +bfi_jp_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +以下の文の !! から !! までのみ回答できます。 ここでは、あなたに当てはまるかもしれない、当てはまらないかもしれないいくつかの特徴を示します。 その声明にどの程度同意するか、または反対するかを示してください。 !!。 以下にステートメントを示します。1 つずつ採点してください。 +!! +スコアを次の JSON 形式で出力してください: '{"<ステートメントのインデックス>": "<スコア>"}'。 diff --git a/prompt_template/ja/bfi_ja_t2.txt b/prompt_template/ja/bfi_ja_t2.txt new file mode 100644 index 0000000..1a21a74 --- /dev/null +++ b/prompt_template/ja/bfi_ja_t2.txt @@ -0,0 +1,14 @@ +bfi_jp_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +ここで、何人かの人物について簡単に説明します。 それぞれの説明を読んで、それぞれの人がどのくらいあなたに似ているか教えてください。 次のスケールを使用して応答を書いてください: !!。 +たとえ自分の返答に完全に確信が持てなかったとしても、ステートメントに答えてください。 +!! +スコアを次の JSON 形式で出力してください: '{"<ステートメントのインデックス>": "<スコア>"}'。 + diff --git a/prompt_template/ja/bfi_ja_t3.txt b/prompt_template/ja/bfi_ja_t3.txt new file mode 100644 index 0000000..fe68e3a --- /dev/null +++ b/prompt_template/ja/bfi_ja_t3.txt @@ -0,0 +1,14 @@ +bfi_jp_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +あなたの次のような発言を考慮すると、 +!! +この記述があなたをどの程度正確に表しているかを次のオプションから選択してください。 !!。 +スコアを次の JSON 形式で出力してください: '{"<ステートメントのインデックス>": "<スコア>"}'。 + diff --git a/prompt_template/ja/bfi_ja_t4.txt b/prompt_template/ja/bfi_ja_t4.txt new file mode 100644 index 0000000..d1a8e47 --- /dev/null +++ b/prompt_template/ja/bfi_ja_t4.txt @@ -0,0 +1,12 @@ +bfi_jp_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +ここでは、あなたに当てはまるかもしれない、当てはまらないかもしれないいくつかの特徴を示します。 あなたの同意レベルを !! から !! のスケールで評価してください。!!。 以下にステートメントを示します。1 つずつスコアを付けます。 +!! +スコアを次の JSON 形式で出力してください: '{"<ステートメントのインデックス>": "<スコア>"}'。 diff --git a/prompt_template/ja/bfi_ja_t5.txt b/prompt_template/ja/bfi_ja_t5.txt new file mode 100644 index 0000000..3e1a572 --- /dev/null +++ b/prompt_template/ja/bfi_ja_t5.txt @@ -0,0 +1,12 @@ +bfi_jp_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +ここでは、あなたに当てはまるかもしれない、当てはまらないかもしれないいくつかの特徴を示します。 どの程度同意するかを !! から !! のスケールで評価してください。!!。 以下にステートメントを示します。1 つずつスコアを付けます。 +!! +スコアを次の JSON 形式で出力してください: '{"<ステートメントのインデックス>": "<スコア>"}'。 diff --git a/prompt_template/ja/rephrase_ja.txt b/prompt_template/ja/rephrase_ja.txt new file mode 100644 index 0000000..150208d --- /dev/null +++ b/prompt_template/ja/rephrase_ja.txt @@ -0,0 +1,10 @@ +rephrase_jp.txt + +!! -- prompt +!! -- existed statements + +### + +次の文は、インタビュー対象者が自分自身を評価するための Big Five Inventory の声明です。 次の文を言い換えてください:「!!」。 +言い換えた文を JSON 形式 {"sentence": "<言い換えた文>"} で出力します。 +次の文のように言い換えないでください: !!。 \ No newline at end of file diff --git a/prompt_template/ko/bfi_ko_t1.txt b/prompt_template/ko/bfi_ko_t1.txt new file mode 100644 index 0000000..acf5425 --- /dev/null +++ b/prompt_template/ko/bfi_ko_t1.txt @@ -0,0 +1,12 @@ +bfi_ko_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +다음 진술에서는 !!부터 !!까지만 응답하실 수 있습니다. 다음은 귀하에게 적용되거나 적용되지 않을 수 있는 여러 가지 특성입니다. 해당 진술에 어느 정도 동의하거나 동의하지 않는지 표시해 주십시오. !!. 다음은 진술문입니다. 하나씩 점수를 매겨주세요. +!! +다음 JSON 형식으로 점수를 출력해 주세요. '{"<명세서 색인>": "<점수>"}'. diff --git a/prompt_template/ko/bfi_ko_t2.txt b/prompt_template/ko/bfi_ko_t2.txt new file mode 100644 index 0000000..da3a932 --- /dev/null +++ b/prompt_template/ko/bfi_ko_t2.txt @@ -0,0 +1,13 @@ +bfi_ko_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +이제 몇몇 사람들에 대해 간략하게 설명하겠습니다. 각 설명을 읽고 각 사람이 당신과 얼마나 비슷한지 알려주세요. 다음 척도를 사용하여 응답을 작성하십시오: !!. +귀하의 답변이 완전히 확실하지 않더라도 진술에 답변해 주십시오. +!! +다음 JSON 형식으로 점수를 출력해 주세요. '{"<명세서 색인>": "<점수>"}'. diff --git a/prompt_template/ko/bfi_ko_t3.txt b/prompt_template/ko/bfi_ko_t3.txt new file mode 100644 index 0000000..360cb92 --- /dev/null +++ b/prompt_template/ko/bfi_ko_t3.txt @@ -0,0 +1,13 @@ +bfi_ko_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +귀하의 다음 진술을 고려하면: +!! +이 진술이 귀하를 얼마나 정확하게 설명하는지 확인하려면 다음 옵션 중에서 선택하십시오. !!. +다음 JSON 형식으로 점수를 출력해 주세요. '{"<명세서 색인>": "<점수>"}'. diff --git a/prompt_template/ko/bfi_ko_t4.txt b/prompt_template/ko/bfi_ko_t4.txt new file mode 100644 index 0000000..05677a8 --- /dev/null +++ b/prompt_template/ko/bfi_ko_t4.txt @@ -0,0 +1,12 @@ +bfi_ko_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +다음은 귀하에게 적용되거나 적용되지 않을 수 있는 여러 가지 특성입니다. 귀하의 동의 수준을 !! 에서 !! 사이의 척도로 평가해 주십시오. !!. 다음은 진술입니다. 하나씩 점수를 매기세요. +!! +다음 JSON 형식으로 점수를 출력해 주세요. '{"<명세서 색인>": "<점수>"}'. diff --git a/prompt_template/ko/bfi_ko_t5.txt b/prompt_template/ko/bfi_ko_t5.txt new file mode 100644 index 0000000..026a2f0 --- /dev/null +++ b/prompt_template/ko/bfi_ko_t5.txt @@ -0,0 +1,12 @@ +bfi_ko_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +다음은 귀하에게 적용되거나 적용되지 않을 수 있는 여러 가지 특성입니다. !! 에서 !! 까지의 척도로 얼마나 동의하는지 평가해 주세요. !!. 다음은 진술입니다. 하나씩 점수를 매기세요. +!! +다음 JSON 형식으로 점수를 출력해 주세요. '{"<명세서 색인>": "<점수>"}'. diff --git a/prompt_template/ko/rephrase_ko.txt b/prompt_template/ko/rephrase_ko.txt new file mode 100644 index 0000000..761d437 --- /dev/null +++ b/prompt_template/ko/rephrase_ko.txt @@ -0,0 +1,10 @@ +rephrase_ko.txt + +!! -- prompt +!! -- existed statements + +### + +다음 문장은 인터뷰 대상자가 스스로 평가할 수 있도록 Big Five Inventory에서 발표한 내용입니다. 다음 문장을 바꿔주세요: "!!". +바꿔 쓴 문장을 다음 JSON 형식으로 출력합니다: {"sentence": ""}. +다음 문장으로 바꾸지 마십시오: !!. diff --git a/prompt_template/ru/bfi_ru_t1.txt b/prompt_template/ru/bfi_ru_t1.txt new file mode 100644 index 0000000..a267c21 --- /dev/null +++ b/prompt_template/ru/bfi_ru_t1.txt @@ -0,0 +1,13 @@ +bfi_ru_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +В следующих утверждениях вы можете ответить только от !! до !!. Вот ряд характеристик, которые могут или не могут относиться к вам. Пожалуйста, укажите, в какой степени вы согласны или не согласны с этим утверждением. !!. Вот утверждения, пожалуйста, оцените их одно за другим: +!! +Пожалуйста, выведите свой результат в следующем формате JSON: '{"<указатель заявления>": "<счет>"}'. + diff --git a/prompt_template/ru/bfi_ru_t2.txt b/prompt_template/ru/bfi_ru_t2.txt new file mode 100644 index 0000000..127c8f7 --- /dev/null +++ b/prompt_template/ru/bfi_ru_t2.txt @@ -0,0 +1,14 @@ +bfi_ru_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Сейчас я кратко опишу некоторых людей. Пожалуйста, прочитайте каждое описание и скажите мне, насколько каждый человек похож на вас. Напишите свой ответ, используя следующую шкалу: !!. +Пожалуйста, ответьте на утверждение, даже если вы не совсем уверены в своем ответе. +!! +Пожалуйста, выведите свой результат в следующем формате JSON: '{"<указатель заявления>": "<счет>"}'. + diff --git a/prompt_template/ru/bfi_ru_t3.txt b/prompt_template/ru/bfi_ru_t3.txt new file mode 100644 index 0000000..43743d7 --- /dev/null +++ b/prompt_template/ru/bfi_ru_t3.txt @@ -0,0 +1,14 @@ +bfi_ru_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Учитывая следующие ваши утверждения: +!! +Пожалуйста, выберите один из следующих вариантов, чтобы определить, насколько точно это утверждение описывает вас. !! +Пожалуйста, выведите свой результат в следующем формате JSON: '{"<указатель заявления>": "<счет>"}'. + diff --git a/prompt_template/ru/bfi_ru_t4.txt b/prompt_template/ru/bfi_ru_t4.txt new file mode 100644 index 0000000..267e5a9 --- /dev/null +++ b/prompt_template/ru/bfi_ru_t4.txt @@ -0,0 +1,13 @@ +bfi_ru_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Вот ряд характеристик, которые могут или не могут относиться к вам. Пожалуйста, оцените свой уровень согласия по шкале от !! до !!. !!. Вот утверждения, оцените их одно за другим: +!! +Пожалуйста, выведите свой результат в следующем формате JSON: '{"<указатель заявления>": "<счет>"}'. + diff --git a/prompt_template/ru/bfi_ru_t5.txt b/prompt_template/ru/bfi_ru_t5.txt new file mode 100644 index 0000000..4fac8a2 --- /dev/null +++ b/prompt_template/ru/bfi_ru_t5.txt @@ -0,0 +1,13 @@ +bfi_ru_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +Вот ряд характеристик, которые могут или не могут относиться к вам. Пожалуйста, оцените, насколько вы согласны по шкале от !! до !!. !!. Вот утверждения, оцените их одно за другим: +!! +Пожалуйста, выведите свой результат в следующем формате JSON: '{"<указатель заявления>": "<счет>"}'. + diff --git a/prompt_template/ru/rephrase_ru.txt b/prompt_template/ru/rephrase_ru.txt new file mode 100644 index 0000000..e8c86c2 --- /dev/null +++ b/prompt_template/ru/rephrase_ru.txt @@ -0,0 +1,10 @@ +rephrase_ru.txt + +!! -- prompt +!! -- existed statements + +### + +Следующее предложение представляет собой утверждение из опросника «Большой пятерки», позволяющее респондентам оценить себя. Перефразируйте следующие предложения: «!!». +Выведите перефразированные предложения в следующем формате JSON: {"sentence": "<перефразированное предложение>"}. +Не перефразируйте следующие предложения: !!. diff --git a/prompt_template/zh/bfi_zh_t1.txt b/prompt_template/zh/bfi_zh_t1.txt new file mode 100644 index 0000000..7f89cf5 --- /dev/null +++ b/prompt_template/zh/bfi_zh_t1.txt @@ -0,0 +1,12 @@ +bfi_zh_t1.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +在以下语句中只能回覆 !!​ 到 !!。以下是一些可能适用或可能不适用于您的特征。请表明您同意或不同意该声明的程度。!!。以下是陈述，请一一评分： +!! +请以以下 JSON 格式输出您的分数：'{"<语句索引>": "<分数>"}'。 \ No newline at end of file diff --git a/prompt_template/zh/bfi_zh_t2.txt b/prompt_template/zh/bfi_zh_t2.txt new file mode 100644 index 0000000..2d7f530 --- /dev/null +++ b/prompt_template/zh/bfi_zh_t2.txt @@ -0,0 +1,13 @@ +bfi_zh_t2.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +现在我简单介绍一下一些人。 请阅读每个描述并告诉我每个人有多像您。 使用以下比例写下您的回答：!!。 +即使您不完全确定自己的回答，也请回答该陈述。 +!! +请以以下 JSON 格式输出您的分数：'{"<语句索引>": "<分数>"}'。 diff --git a/prompt_template/zh/bfi_zh_t3.txt b/prompt_template/zh/bfi_zh_t3.txt new file mode 100644 index 0000000..895fc2c --- /dev/null +++ b/prompt_template/zh/bfi_zh_t3.txt @@ -0,0 +1,13 @@ +bfi_zh_t3.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +鉴于您的以下陈述： +!! +请从以下选项中进行选择，以确定此陈述对您的描述是否准确。!!。 +请以以下 JSON 格式输出您的分数：'{"<语句索引>": "<分数>"}'。 diff --git a/prompt_template/zh/bfi_zh_t4.txt b/prompt_template/zh/bfi_zh_t4.txt new file mode 100644 index 0000000..744e98b --- /dev/null +++ b/prompt_template/zh/bfi_zh_t4.txt @@ -0,0 +1,12 @@ +bfi_zh_t4.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +以下是一些可能适用或可能不适用于您的特征。 请按照从 !! 到 !! 的等级对您的同意程度进行评分。!!。 以下是陈述，一一打分： +!! +请以以下 JSON 格式输出您的分数：'{"<语句索引>": "<分数>"}'。 diff --git a/prompt_template/zh/bfi_zh_t5.txt b/prompt_template/zh/bfi_zh_t5.txt new file mode 100644 index 0000000..29cf2a0 --- /dev/null +++ b/prompt_template/zh/bfi_zh_t5.txt @@ -0,0 +1,12 @@ +bfi_zh_t5.txt + +!! -- scale range min +!! -- scale range max +!! -- level description +!! -- statements + +### + +以下是一些可能适用或可能不适用于您的特征。 请从 !! 到 !! 的范围内评价您的同意程度。!!。 以下是陈述，一一打分： +!! +请以以下 JSON 格式输出您的分数：'{"<语句索引>": "<分数>"}'。 diff --git a/prompt_template/zh/rephrase_zh.txt b/prompt_template/zh/rephrase_zh.txt new file mode 100644 index 0000000..d179723 --- /dev/null +++ b/prompt_template/zh/rephrase_zh.txt @@ -0,0 +1,10 @@ +rephrase_zh.txt + +!! -- prompt +!! -- existed statements + +### + +下面这句话是来自大五调查表的陈述，供受访者自我评价。 请改写以下句子：“!!”。 +以以下 JSON 格式输出改写的句子：{"sentence": "<改写的句子>"}。 +请勿改写为以下句子：!!。 \ No newline at end of file diff --git a/rephrase.ipynb b/rephrase.ipynb new file mode 100644 index 0000000..b47c3fa --- /dev/null +++ b/rephrase.ipynb @@ -0,0 +1,77 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from tqdm import tqdm\n", + "from gpt_setting import *\n", + "import json\n", + "import utils\n", + "\n", + "utils.temperature = 1\n", + "utils.delay_time = 2\n", + "language = \"en\"\n", + "\n", + "def rephrase():\n", + " with open('dataset/questionnaires.json', 'r') as dataset:\n", + " data = json.load(dataset)\n", + " statements = data[\"BFI\"][\"questions\"][language][\"v1\"][\"statements\"].items()\n", + " existed_statements = [statement[1] for statement in data[\"BFI\"][\"questions\"][language].items() if statement[0].startswith('v')]\n", + " \n", + " rephrased = []\n", + " for count, statement in tqdm(enumerate(statements)):\n", + " existed_rephrased_statements = [s[\"statements\"][str(count+1)] for s in existed_statements]\n", + " existed_rephrased_str = '\"' + '\", \"'.join(existed_rephrased_statements) + '\"'\n", + " while True:\n", + " with open(f'prompt_template/{language}/rephrase_{language}.txt', 'r') as file:\n", + " _, prompt = file.read().strip().split(\"###\")\n", + " prompt = prompt.replace('!!', statement[1])\n", + " prompt = prompt.replace('!!', existed_rephrased_str)\n", + " inputs = [\n", + " {\"role\": \"system\", \"content\": data[\"BFI\"][\"questions\"][language][\"system_prompt\"]},\n", + " {\"role\": \"user\", \"content\": prompt}\n", + " ]\n", + " print(inputs)\n", + " try:\n", + " response = chat('gpt-4', inputs).strip()\n", + " print(response)\n", + " parsered_responses = json.loads(response)\n", + " parsered_responses = parsered_responses[\"sentence\"]\n", + " break\n", + " except:\n", + " pass\n", + " rephrased.append(parsered_responses)\n", + " with open('rephrased_q3.txt', 'a') as f:\n", + " f.write(f'{parsered_responses}\\n')\n", + " \n", + " return\n", + "\n", + "rephrase()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "env_python", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/server.py b/server.py new file mode 100644 index 0000000..7429f67 --- /dev/null +++ b/server.py @@ -0,0 +1,237 @@ +""" +Author: LAM Man Ho (mhlam@link.cuhk.edu.hk) +""" +import random +import pandas as pd +import json +import shutil +import numpy as np +from tqdm import tqdm +from itertools import product +from statistics import mean, stdev +import matplotlib.pyplot as plt +from sklearn.decomposition import PCA +from sklearn.cluster import DBSCAN +from sklearn.neighbors import LocalOutlierFactor +from matplotlib.legend_handler import HandlerPathCollection + +from gpt_setting import * +from global_functions import * +from utils import * + +""" +load(): Load a testing record. + - file_path: the path to the JSON file to load. + - name_exp: load and save the file as other filename. +Returns: + - The test object. +""" +def load(file_path, name_exp=None): + with open(file_path, 'r') as f: + loaded_data = json.load(f) + if name_exp is not None: + loaded_data["meta"]["name_exp"] = name_exp + os.makedirs('save', exist_ok=True) + + try: + shutil.copy(file_path, f'save/{name_exp}.json') + except FileExistsError: + raise FileExistsError + + with open(f'save/{name_exp}.json', 'w') as f: + json.dump(loaded_data, f, indent=2) + return Server(**loaded_data["meta"], data=loaded_data["data"]) + + +class Server: + def __init__(self, questionnaire_name, template, version, language, label, order, name_exp='save', basis=None, pending_tests=None, data=[]): + self.name_exp = name_exp + self.questionnaire_name = questionnaire_name + self.template = template + self.version = version + self.language = language + self.label = label + self.order = order + if pending_tests is not None: + self.pending_tests = pending_tests + else: + self.pending_tests = [ + {"template": t, "language": language, "version": v, "label": l, "order": o} + for t in self.template + for v in self.version + for language in self.language + for l in self.label + for o in self.order + ] + self.data = data + self.questionnaire = get_questionnaire(questionnaire_name) + self.model = model + self.basis = basis + + """ + get_scales(): Extract the required scale level information and level description. + """ + def get_scales(self, questions, label="n", order="f"): + scales = list(questions["scales"].items()) + scale_indices = [int(i) for i in questions["scales"].keys()] + + # get scale details + scale_min = min(scale_indices) + scale_max = max(scale_indices) + symbol_min = convert_number(label, scale_min) + symbol_max = convert_number(label, scale_max) + + # reverse scale order + if order == 'r': + scales = [(scales[i][0], scales[len(scales)-1-i][1]) for i in range(len(scales))] + + # generate level descrition + level_description = ', '.join([f'{convert_number(label, int(scale[0]))} {questions["denotes"]} {scale[1]}' + for scale in scales]) + + return scale_indices, (scale_min, scale_max, symbol_min, symbol_max), level_description + + """ + get_statements(): Extract the required shuffled and splited statements. + """ + def get_statements(self, questions, version="v1"): + statement_list = questions[version]["statements"] + statement_indices = [int(i) for i in statement_list.keys()] + + # shuffle and split statements + random.shuffle(statement_indices) + length_part1 = random.randint(17, 27) # hard code spliting method + length_part2 = len(statement_indices) - length_part1 + split = [0, length_part1+1, length_part1+length_part2+1] + + # Start GPT request + statement_description = list() + for i in range(len(split)-1): + statements = list() + splitted_indices = statement_indices[split[i]:split[i+1]] + for j, question_index in enumerate(splitted_indices): + statements.append(f'{j+1}. {statement_list[str(question_index)]}') + statement_description.append('\n'.join(statements)) + + return statement_indices, statement_list, statement_description + + """ + start_request(): Create a request to GPT on 1 test case. + """ + def start_request(self, scale_details, level_description, statement_description, questions, language, template, label, order, version): + responses = list() + _, scale_max, symbol_min, symbol_max = scale_details + inputs = [{"role": "system", "content": questions["system_prompt"]}] + for statement_str in statement_description: + # Construct the prompt from prompt_template + prompt = get_prompt(f'prompt_template/{language}/{self.questionnaire_name}_{language}_{template}.txt', + [symbol_min, symbol_max, level_description, statement_str]) + inputs.append({"role": "user", "content": prompt}) + while True: + try: + gpt_responses = gpt_request(self.model, inputs).strip() + parsed_responses = json.loads(gpt_responses) + parsed_responses = [convert_symbol(label, value) for value in parsed_responses.values()] + if order == 'r': + parsed_responses = [scale_max-score+1 for score in parsed_responses] + break + except ValueError: + pass + responses += parsed_responses + inputs.append({"role": "assistant", "content": gpt_responses}) + return responses + + """ + start(): Start a pending test case. + """ + def start(self, test_case): + template = test_case["template"] + version = test_case["version"] + language = test_case["language"] + label = test_case["label"] + order = test_case["order"] + questions = self.questionnaire["questions"][language] + + # Extract scales details + scale_indices, scale_details, level_description = self.get_scales(questions, label, order) + + # Extract statements details + statement_indices, statement_details, statement_description = self.get_statements(questions, version) + + responses = self.start_request(scale_details, level_description, statement_description, questions, **test_case) + data = {k: v for k, v in zip(statement_indices, responses)} + + return data + + """ + compute(): Compute the scores for each category and store in a dictionary. + """ + def compute(self, mapped_responses): + result_dict = dict() + scales = self.questionnaire["scales"] + compute_mode = self.questionnaire["compute_mode"] + reverse_score = max(scales) + min(scales) + reverse_list = self.questionnaire["reverse"] + + for cat in self.questionnaire["categories"]: + cat_name = cat["cat_name"] + cat_questions = cat["cat_questions"] + corr_responses = [] + for q in cat_questions: + corr_responses.append(reverse_score - mapped_responses[q] if q in reverse_list else mapped_responses[q]) + result_dict[cat_name] = sum(corr_responses) if compute_mode == "SUM" else mean(corr_responses) + + return result_dict + + """ + save(): Save the results in JSON format. + """ + def save(self, test_info, raw_data, data): + data = { + "info": {**test_info}, + "raw": raw_data, + "data": data + } + os.makedirs("save", exist_ok=True) + save_file_path = f'save/{self.name_exp}.json' + try: + with open(save_file_path, 'r') as json_file: + loaded = json.load(json_file) + save_data = loaded + save_data["data"] += [data] + save_data["meta"]["pending_tests"] = self.pending_tests + except: + save_data = { + "meta": { + "name_exp": self.name_exp, + "questionnaire_name": self.questionnaire_name, + "template": self.template, + "version": self.version, + "language": self.language, + "label": self.label, + "order": self.order, + "pending_tests": self.pending_tests + }, + "data": [data] + } + + with open(save_file_path, 'w') as json_file: + json.dump(save_data, json_file, indent=2) + if self.data: + self.data.append(data) + else: + self.data = [data] + + """ + run(): Run the pending cases. + """ + def run(self): + total_iterations = len(self.pending_tests) + with tqdm(total=total_iterations) as pbar: + while self.pending_tests: + test_info = self.pending_tests[0] + data = self.start(test_info) + compute_data = self.compute(data) + self.pending_tests.remove(test_info) + self.save(test_info, data, compute_data) + pbar.update(1)