Papers
12094 papers
Augmented Language Models: a Survey
Summary pending...
The Rise and Potential of Large Language Model Based Agents: A Survey
Summary pending...
A Survey on the Memory Mechanism of Large Language Model based Agents
Summary pending...
CoLing2025
A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning
Summary pending...
LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
Summary pending...
ACL2024
When is Tree Search Useful for {LLM} Planning? It Depends on the Discriminator
Summary pending...
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution
Summary pending...
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Summary pending...
NeurIPS2023
On the Planning Abilities of Large Language Models - A Critical Investigation
Summary pending...
NeurIPS2023
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
Summary pending...
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Summary pending...
ICLR2024
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Summary pending...