Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Paper • 2310.04406 • Published Oct 6, 2023 • 10
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Paper • 2305.10601 • Published May 17, 2023 • 12
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models Paper • 2404.02575 • Published Apr 3, 2024 • 50
Voyager: An Open-Ended Embodied Agent with Large Language Models Paper • 2305.16291 • Published May 25, 2023 • 10
LASER: LLM Agent with State-Space Exploration for Web Navigation Paper • 2309.08172 • Published Sep 15, 2023 • 13
Reflexion: Language Agents with Verbal Reinforcement Learning Paper • 2303.11366 • Published Mar 20, 2023 • 5
ReAct: Synergizing Reasoning and Acting in Language Models Paper • 2210.03629 • Published Oct 6, 2022 • 24
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs Paper • 2404.16375 • Published Apr 25, 2024 • 18
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts Paper • 2405.19893 • Published May 30, 2024 • 31
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions Paper • 2406.04325 • Published Jun 6, 2024 • 75
THEANINE: Revisiting Memory Management in Long-term Conversations with Timeline-augmented Response Generation Paper • 2406.10996 • Published Jun 16, 2024 • 34
Scaling Synthetic Data Creation with 1,000,000,000 Personas Paper • 2406.20094 • Published Jun 28, 2024 • 100
Wolf: Captioning Everything with a World Summarization Framework Paper • 2407.18908 • Published Jul 26, 2024 • 32
Coarse Correspondence Elicit 3D Spacetime Understanding in Multimodal Language Model Paper • 2408.00754 • Published Aug 1, 2024 • 24
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification Paper • 2407.19340 • Published Jul 27, 2024 • 58
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Paper • 2408.06195 • Published Aug 12, 2024 • 71
Controllable Text Generation for Large Language Models: A Survey Paper • 2408.12599 • Published Aug 22, 2024 • 65
ART: Automatic multi-step reasoning and tool-use for large language models Paper • 2303.09014 • Published Mar 16, 2023 • 1
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Paper • 2409.12183 • Published Sep 18, 2024 • 38
ProgCo: Program Helps Self-Correction of Large Language Models Paper • 2501.01264 • Published Jan 2 • 26
Revisiting In-Context Learning with Long Context Language Models Paper • 2412.16926 • Published Dec 22, 2024 • 32
Outcome-Refining Process Supervision for Code Generation Paper • 2412.15118 • Published Dec 19, 2024 • 19
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Paper • 2412.11605 • Published Dec 16, 2024 • 18
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs Paper • 2411.14199 • Published Nov 21, 2024 • 31
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems Paper • 2411.02959 • Published Nov 5, 2024 • 70
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking Paper • 2501.09751 • Published Jan 16 • 48
PaSa: An LLM Agent for Comprehensive Academic Paper Search Paper • 2501.10120 • Published Jan 17 • 48
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model Paper • 2501.18636 • Published Jan 28 • 29
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Paper • 2502.00674 • Published Feb 2 • 13
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Paper • 2502.04295 • Published Feb 6 • 13
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models Paper • 2502.09604 • Published Feb 13 • 34
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models Paper • 2502.09390 • Published Feb 13 • 16
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation Paper • 2502.09411 • Published Feb 13 • 18
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models Paper • 2502.14802 • Published Feb 20 • 13
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents Paper • 2502.16069 • Published Feb 22 • 19
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis Paper • 2502.14767 • Published Feb 20 • 6
HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs Paper • 2503.02003 • Published Mar 3 • 45
LettuceDetect: A Hallucination Detection Framework for RAG Applications Paper • 2502.17125 • Published Feb 24 • 10