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Agent Systems

3,885 papers

Papers per year

Papers

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories EMNLP 2024
Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024
LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024
HoneyComb: A Flexible LLM-Based Agent System for Materials Science EMNLP 2024
Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning EMNLP 2024
Enhancing Agent Learning through World Dynamics Modeling EMNLP 2024
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024
Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation EMNLP 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024
Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models EMNLP 2024
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents EMNLP 2024
Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues EMNLP 2024
TriageAgent: Towards Better Multi-Agents Collaborations for Large Language Model-Based Clinical Triage EMNLP 2024
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024
Nebula: A discourse aware Minecraft Builder EMNLP 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024
Semi-Supervised Reward Modeling via Iterative Self-Training EMNLP 2024
E2CL: Exploration-based Error Correction Learning for Embodied Agents EMNLP 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models EMNLP 2024
AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation EMNLP 2024
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging EMNLP 2024