Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Awesome-LLM
This project collects awesome resources (e.g., papers, open-source models) for large language model (LLM)
https://github.com/MLNLP-World/Awesome-LLM
Last synced: 33 minutes ago
JSON representation
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Papers
- Industrial Engineering with Large Language Models: A case study of ChatGPT's performance on Oil & Gas problems
- Is ChatGPT Equipped with Emotional Dialogue Capabilities?
- Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language
- Is ChatGPT a Good Recommender? A Preliminary Study
- Uncovering ChatGPT’s Capabilities in Recommender Systems
- HuaTuo (华驼): Tuning LLaMA Model with Chinese Medical Knowledge
- How Secure is Code Generated by ChatGPT?
- Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark
- Is a prompt and a few samples all you need? Using GPT-4 for data augmentation in low-resource classification tasks
- ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task - Cruz, Alvaro J. López-López, José Portela
- How would Stance Detection Techniques Evolve after the Launch of ChatGPT?
- Is ChatGPT Equipped with Emotional Dialogue Capabilities?
- Phoenix: Democratizing ChatGPT across Languages
- A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding
- Language-Driven Representation Learning for Robotics
- Extractive Summarization via ChatGPT for Faithful Summary Generation
- Human-like Summarization Evaluation with ChatGPT
- ChatGPT as a Factual Inconsistency Evaluator for Abstractive Text Summarization
- Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
- Cross-Lingual Summarization via ChatGPT
- ChatGPT Empowered Long-Step Robot Control in Various Environments: A Case Application
- Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4
- On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis
- DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
- Zero-shot Clinical Entity Recognition using ChatGPT
- Evaluation of ChatGPT for NLP-based Mental Health Applications
- ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge
- DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
- Exploring the Cognitive Dynamics of Artificial Intelligence in the Post-COVID-19 and Learning 3.0 Era: A Case Study of ChatGPT
- HuaTuo (华驼): Tuning LLaMA Model with Chinese Medical Knowledge
- ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
- Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation
- ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark
- A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability
- Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions
- Is ChatGPT A Good Keyphrase Generator? A Preliminary Study
- Self-collaboration Code Generation via ChatGPT
- How Secure is Code Generated by ChatGPT?
- Is ChatGPT a Good NLG Evaluator? A Preliminary Study
- Exploring the Feasibility of ChatGPT for Event Extraction
- Zero-Shot Information Extraction via Chatting with ChatGPT
- Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language
- Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples
- Thinking about GPT-3 in-context learning for biomedical IE?
- Yes but.. Can ChatGPT Identify Entities in Historical Documents? - Emiliano González-Gallardo, Emanuela Boros, Nancy Girdhar, Ahmed Hamdi, Jose G. Moreno, Antoine Doucet
- AugGPT: Leveraging ChatGPT for Text Data Augmentation
- Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark
- Is a prompt and a few samples all you need? Using GPT-4 for data augmentation in low-resource classification tasks
- ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task - Cruz, Alvaro J. López-López, José Portela
- Industrial Engineering with Large Language Models: A case study of ChatGPT's performance on Oil & Gas problems
- An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP)
- Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
- Toxicity in ChatGPT: Analyzing Persona-assigned Language Models
- Tool Learning with Foundation Models
- Sparks of Artificial General Intelligence: Early experiments with GPT-4
- Comparative Analysis of CHATGPT and the evolution of language models
- Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing
- Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models
- Can we trust the evaluation on ChatGPT? - Yeol Ahn
- A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? - Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong
- A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models
- ChatGPT: A Meta-Analysis after 2.5 Months
- On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective
- Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT
- Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
- A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
- A Categorical Archive of ChatGPT Failures
- ChatGPT and Software Testing Education: Promises & Perils
- Exploring AI Ethics of ChatGPT: A Diagnostic Analysis
- How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
- Can ChatGPT and Bard Generate Aligned Assessment Items? A Reliability Analysis against Human Performance
- Large Language Models Can Be Easily Distracted by Irrelevant Context
- GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities
- Exploring ChatGPT's Ability to Rank Content: A Preliminary Study on Consistency with Human Preferences
- ChatGPT versus Traditional Question Answering for Knowledge Graphs: Current Status and Future Directions Towards Knowledge Graph Chatbots
- Conversational Process Modelling: State of the Art, Applications, and Implications in Practice - Vasily Benzin, Timotheus Kampik, Juergen Mangler, Stefanie Rinderle-Ma
- Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines
- ChatLog: Recording and Analyzing ChatGPT Across Time
- The Dark Side of ChatGPT: Legal and Ethical Challenges from Stochastic Parrots and Hallucination
- A Survey of Large Language Models - Yun Nie, Ji-Rong Wen
- A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
- A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
- ChatGPT is not all you need. A State of the Art Review of large Generative AI models - Brizuela, Eduardo C. Garrido-Merchan
- ChatGPT: Applications, Opportunities, and Threats
- Exploring Human-Like Translation Strategy with Large Language Models
- Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
- ParroT: Translating During Chat Using Large Language Models - tse Huang, Wenxuan Wang, Xing Wang, Shuming Shi, Zhaopeng Tu
- Document-Level Machine Translation with Large Language Models
- Unleashing the Power of ChatGPT for Translation: An Empirical Study
- Linguistically Informed ChatGPT Prompts to Enhance Japanese-Chinese Machine Translation: A Case Study on Attributive Clauses
- Towards Making the Most of ChatGPT for Machine Translation
- How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation
- Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine - tse Huang, Xing Wang, Zhaopeng Tu
- How to Design Translation Prompts for ChatGPT: An Empirical Study
- Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study
- Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media
- How to Design Translation Prompts for ChatGPT: An Empirical Study
- Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
- Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines
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Open-source Instruction Data
- https://github.com/INK-USC/CrossFit
- https://github.com/yizhongw/self-instruct
- https://github.com/orhonovich/unnatural-instructions
- https://github.com/teknium1/GPTeacher
- https://github.com/ydli-ai/CSL
- https://github.com/THUDM/GLM-130B
- https://github.com/yangjianxin1/Firefly
- https://github.com/Facico/Chinese-Vicuna
- https://github.com/Hello-SimpleAI/chatgpt-comparison-detection
- https://github.com/LC1332/Chinese-alpaca-lora
- https://github.com/BAAI-Zlab/COIG
- https://github.com/LianjiaTech/BELLE
- https://github.com/bigscience-workshop/promptsource
- https://github.com/bigscience-workshop/t-zero
- https://github.com/bigscience-workshop/xmtf
- https://github.com/google-research/flan
- https://github.com/tatsu-lab/stanford_alpaca
- https://github.com/databrickslabs/dolly
- https://github.com/lightaime/camel
- https://instructions.apps.allenai.org/
- https://huggingface.co/datasets/JosephusCheung/GuanacoDataset
- https://laion.ai/blog/oig-dataset/
- https://huggingface.co/datasets/RyokoAI/ShareGPT52K
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Open-source RLHF Data
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Open-source Models
- https://github.com/Stability-AI/StableLM
- https://github.com/hpcaitech/ColossalAI
- https://github.com/THUDM/ChatGLM-6B
- https://github.com/facebookresearch/llama
- https://github.com/lm-sys/FastChat
- https://github.com/LAION-AI/Open-Assistant
- https://github.com/FreedomIntelligence/LLMZoo
- https://github.com/ymcui/Chinese-LLaMA-Alpaca
- https://github.com/ictnlp/BayLing
- https://github.com/OpenLMLab/MOSS
Programming Languages
Sub Categories
Keywords
llama
5
machine-learning
4
deep-learning
4
ai
3
language-model
3
large-language-models
3
chatgpt
3
alpaca
3
lora
3
nlp
3
chinese
2
chatbot
2
llm
2
gpt
2
python
2
natural-language-processing
2
dataset
2
chinese-nlp
2
instruction-tuning
2
openai
1
ml
1
gpt3
1
text-classification
1
gpt2
1
gpt-3
1
llm-inference
1
big-model
1
vicuna
1
data-parallelism
1
general-purpose-model
1
scientific-publications
1
aquila
1
baichuan
1
chatglm
1
gemma
1
internlm
1
llama2
1
llama3
1
minicpm
1
mistral
1
mixtral
1
peft
1
qlora
1
qwen
1
qwen2
1
plm
1
pre-trained-language-models
1
quantization
1
aigc
1
bayling
1