Gies College of Business at UIUC

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chengq9 

authored 11 papers 3 months ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Paper • 2402.09205 • Published Feb 14, 2024

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

Paper • 2410.12361 • Published Oct 16, 2024

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published Feb 13 • 36

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Paper • 2503.01935 • Published Mar 3 • 27

SMART: Self-Aware Agent for Tool Overuse Mitigation

Paper • 2502.11435 • Published Feb 17

AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset

Paper • 2504.03612 • Published Apr 4 • 2

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination

Paper • 2502.16143 • Published Feb 22 • 1

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16 • 45

OTC: Optimal Tool Calls via Reinforcement Learning

Paper • 2504.14870 • Published Apr 21 • 33

lingming 

authored a paper 5 months ago

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published Feb 25 • 74

YifengDing 

authored 3 papers 9 months ago

SelfCodeAlign: Self-Alignment for Code Generation

Paper • 2410.24198 • Published Oct 31, 2024 • 25

Evaluating Language Models for Efficient Code Generation

Paper • 2408.06450 • Published Aug 12, 2024

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 8

shengzhu 

authored a paper 12 months ago

SciCode: A Research Coding Benchmark Curated by Scientists

Paper • 2407.13168 • Published Jul 18, 2024 • 14

lingming 

authored a paper about 1 year ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 63

YifengDing 

authored a paper about 1 year ago

XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts

Paper • 2404.15247 • Published Apr 23, 2024 • 3

lingming 

authored 2 papers over 1 year ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 147

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 82