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Poster
Fri 16:30 STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Shirley Wu · Shiyu Zhao · Michihiro Yasunaga · Kexin Huang · Kaidi Cao · Qian Huang · Vassilis Ioannidis · Karthik Subbian · James Zou · Jure Leskovec
Poster
Wed 11:00 Make Your LLM Fully Utilize the Context
Shengnan An · Zexiong Ma · Zeqi Lin · Nanning Zheng · Jian-Guang Lou · Weizhu Chen
Poster
Thu 11:00 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou
Expo Demonstration
Tue 15:00 MemoMagnet: A fridge-magnet memo agent based on LLM
Ting Cao · HAO CHEN · Ching-An Cheng · Ahmed Awadallah · Donglin Bai · Lily Sun
Poster
Fri 11:00 WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
Hao Tang · Darren Key · Kevin Ellis
Workshop
Sat 13:00 Autolume: A GAN-based No-Code AI Tool for Art Creation
Arshia Sobhan · Ahmed M. Abuzuraiq · Philippe Pasquier
Workshop
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models
Mengfei Liang · Archish Arun · Zekun Wu · CRISTIAN VILLALOBOS · Jonathan Lutch · Emre Kazim · Adriano Koshiyama · Philip Treleaven
Workshop
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows
Yiran Wu · Tianwei Yue · Shaokun Zhang · Chi Wang · Qingyun Wu
Workshop
Constraint-Based Synthetic Data Generation for LLM Mathematical Reasoning
Timofey Fedoseev · Dimitar I. Dimitrov · Timon Gehr · Martin Vechev
Workshop
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
Harris Borman · Anna Leontjeva · Luiz Pizzato · Max Kun Jiang · Dan Jermyn