A Comprehensive Overview of Large Language Models (LLMs) with Papers, Resources and Colab Notebooks

A Comprehensive Overview of Large Language Models (LLMs) with Papers, Resources and Colab Notebooks · Awesome LLM Papers Contribute to LLM-Bible

Welcome to Awesome LLM Papers!

Large Language Models (LLMs) represent a groundbreaking leap in artificial intelligence, enabling machines to interpret, generate, and engage with human language in ways that are both profound and transformative. These models, trained on diverse datasets containing trillions of words, have become the backbone of numerous applications that influence how we gather information, make decisions, and interact with technology.

Emergent capabilities of LLMs with growing parameter count

This website is dedicated to exploring the fascinating world of LLMs. Here, you will find a curated collection of research papers and educational materials to learn about LLMs.

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ACL Agentic Applications Arxiv Attention Mechanism BERT Bias Mitigation COLING Dataset Distillation Efficiency and Optimization EMNLP Ethics and Bias Evaluation Fairness Few-Shot Fine-Tuning GPT Has Code ICLR ICML In-Context Learning Interpretability and Explainability INTERSPEECH KDD Language Modeling Large-Scale Training LREC Masked Language Model Merging Model Architecture Multimodal Models NeurIPS Pre-Training Prompting Pruning Quantization RAG RecSys Reinforcement Learning Responsible AI Scaling Laws Security SLT Survey Paper TACL Time Series Tokenization Tools Training Techniques Transformer Uncategorized Vector Indexing WMT

About This Site

This site is an experiment: a living literature review that allows you to explore, search and navigate the literature in this area.

Contributing

This research area is evolving so fast that a static review cannot keep up. But a website can! We hope to make this site a living document. Anyone can add a paper to this website by completing a web form.