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Agent Systems

3,885 papers

Papers per year

Papers

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent EMNLP 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories EMNLP 2024
CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024
Tools Fail: Detecting Silent Errors in Faulty Tools EMNLP 2024
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024
Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents EMNLP 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024
LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024
A Survey of Ontology Expansion for Conversational Understanding EMNLP 2024
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback EMNLP 2024
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks EMNLP 2024
Sequential API Function Calling Using GraphQL Schema EMNLP 2024
Jump Starting Bandits with LLM-Generated Prior Knowledge EMNLP 2024
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions EMNLP 2024
QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs EMNLP 2024
Assessing and Verifying Task Utility in LLM-Powered Applications EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024
i-Code Studio: A Configurable and Composable Framework for Integrative AI EMNLP 2024