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Agent Systems

3885 directly classified papers

Papers per year

Papers

RecMind: Large Language Model Powered Agent For Recommendation NAACL 2024
ADaPT: As-Needed Decomposition and Planning with Language Models NAACL 2024
Simulating Opinion Dynamics with Networks of LLM-based Agents NAACL 2024
Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning NAACL 2024
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving NAACL 2024
Selective Perception: Learning Concise State Descriptions for Language Model Actors NAACL 2024
MM-IGLU: Multi-Modal Interactive Grounded Language Understanding COLING 2024
MacGyver: Are Large Language Models Creative Problem Solvers? NAACL 2024
Making Language Models Better Tool Learners with Execution Feedback NAACL 2024
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024
CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024
ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications COLING 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL 2024
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024
DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment COLING 2024
Comparative Analysis of Sign Language Interpreting Agents Perception: A Study of the Deaf COLING 2024
WebOlympus: An Open Platform for Web Agents on Live Websites EMNLP 2024
E2CL: Exploration-based Error Correction Learning for Embodied Agents EMNLP 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents NAACL 2024
Knowledge-centered conversational agents with a drive to learn NAACL 2024
An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication NAACL 2024
Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls NAACL 2024