conftrace_

agent system

324 papers

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Co-occurring keywords

large language model (13587) reinforcement learning (4352) language model (4599) tool use (107) llm agent (162) autonomous agent (168) multimodal learning (4645) benchmark evaluation (1556) vision-language navigation (118) code generation (746)

Papers

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models EMNLP 2024
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024
Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld CVPR 2024
Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents ACL 2024
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NIPS 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024
Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks EMNLP 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees NIPS 2024
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents NIPS 2024
GTA: A Benchmark for General Tool Agents NIPS 2024
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NIPS 2024
Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents EMNLP 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NIPS 2024
ABSEval: An Agent-based Framework for Script Evaluation EMNLP 2024
The SETU-ADAPT Submission for WMT 24 Biomedical Shared Task EMNLP 2024
ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs ACL 2024