Towards a Unified View of Preference Learning for Large Language Models: A Survey Paper • 2409.02795 • Published Sep 4 • 72
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion Paper • 2407.01392 • Published Jul 1 • 39
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Paper • 2404.05961 • Published Apr 9 • 64
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Paper • 2403.04132 • Published Mar 7 • 38
PathFinder: Guided Search over Multi-Step Reasoning Paths Paper • 2312.05180 • Published Dec 8, 2023 • 9
The Consensus Game: Language Model Generation via Equilibrium Search Paper • 2310.09139 • Published Oct 13, 2023 • 12
Lemur: Harmonizing Natural Language and Code for Language Agents Paper • 2310.06830 • Published Oct 10, 2023 • 31
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Paper • 2309.12307 • Published Sep 21, 2023 • 87
Contrastive Decoding Improves Reasoning in Large Language Models Paper • 2309.09117 • Published Sep 17, 2023 • 37
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Paper • 2309.04269 • Published Sep 8, 2023 • 32
YaRN: Efficient Context Window Extension of Large Language Models Paper • 2309.00071 • Published Aug 31, 2023 • 65