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Agent Systems

3,885 papers

Papers per year

Papers

TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024
Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024
Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure EMNLP 2024
Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion EMNLP 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024
BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024
Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness EMNLP 2024
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024
TRIP NEGOTIATOR: A Travel Persona-aware Reinforced Dialogue Generation Model for Personalized Integrative Negotiation in Tourism EMNLP 2024
Uncertainty Calibration for Tool-Using Language Agents EMNLP 2024
NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication EMNLP 2024
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent EMNLP 2024
Grounded Language Agent for Product Search via Intelligent Web Interactions EMNLP 2024
Automated test generation to evaluate tool-augmented LLMs as conversational AI agents EMNLP 2024
The SETU-ADAPT Submission for WMT 24 Biomedical Shared Task EMNLP 2024
AutoAgents: A Framework for Automatic Agent Generation IJCAI 2024
Formal Verification of Parameterised Neural-symbolic Multi-agent Systems IJCAI 2024