Papers
12094 papers
EMNLP2023
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning
Summary pending...
ACL2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
Summary pending...
ACL2024
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
Summary pending...
NeurIPS2023
LLM-MCTS:Large Language Models as Commonsense Knowledge for Large-Scale Task Planning
Summary pending...
NeurIPS2023
On the Planning Abilities of Large Language Models -- A Critical Investigation
Summary pending...
ICML2024
Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models
Summary pending...
ICML2024
Alphazero-like Tree-Search can guide large language model decoding and training
Summary pending...
CoLing2025
A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning
Summary pending...
A Survey on the Memory Mechanism of Large Language Model based Agents
Summary pending...
ICLR2024
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Summary pending...
LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback
Summary pending...
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
Summary pending...
NeurIPS2023
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Summary pending...
ICLR2024
ToolChain: Efficient Action Space Navigation in Large Language Models with A\* Search
Summary pending...