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Agent Systems

3,885 papers

Papers per year

Papers

AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems EMNLP 2024
TinyAgent: Function Calling at the Edge EMNLP 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems EMNLP 2024
WebOlympus: An Open Platform for Web Agents on Live Websites EMNLP 2024
Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks EMNLP 2024
MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications EMNLP 2024
LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation EMNLP 2024
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024
Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024
SLM as Guardian: Pioneering AI Safety with Small Language Model EMNLP 2024
MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024
RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024
PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024
Language Agents: Foundations, Prospects, and Risks EMNLP 2024
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024
Devil’s Advocate: Anticipatory Reflection for LLM Agents EMNLP 2024
Dynamic Planning for LLM-based Graphical User Interface Automation EMNLP 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving EMNLP 2024
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents EMNLP 2024
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models EMNLP 2024