Papers
Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding
Adam Štorek, Mukur Gupta, Samira Hajizadeh et al.
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge
Jie He, Nan Hu, Wanqiu Long et al.
Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?
Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh et al.
SLR: Automated Synthesis for Scalable Logical Reasoning
Lukas Helff, Ahmad Omar, Felix Friedrich et al.
PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation
Jiho Choi, Seojeong Park, Seongjong Song et al.
Aligning Language Models with Real-time Knowledge Editing
Chenming Tang, Yutong Yang, Kexue Wang et al.
CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training
Seungyoon Lee, Minhyuk Kim, Seongtae Hong et al.
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
Qianli Wang, Van Bach Nguyen, Yihong Liu et al.
Benchmarking LLM’s Capability in Reasoning over Conflicting Web References
Yizhen Yuan, Rui Kong, Dongze Li et al.
EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA
Myunghoon Kang, Dahyun Jung, Suhyune Son et al.
Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning
Zhiyuan Fan, Guanqiao Chen, Yanyi Huang et al.
Empowering Tabular Data Preparation with Language Models: Why and How?
Mengshi Chen, Yuxiang Sun, Tengchao Li et al.
Different types of syntactic agreement recruit the same units within large language models
Daria Kryvosheieva, Andrea Gregor de Varda, Evelina Fedorenko et al.
Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models
Yifu Chen, Shengpeng Ji, Zhengqing Liu et al.
Rhetorical Questions in LLM Representations: A Linear Probing Study
Louie Hong Yao, Vishesh Anand, Yuan Zhuang et al.
Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models
Chung-ju Huang, Huiqiang Zhao, Yuanpeng He et al.
Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4
Chengwu Liu, Yichun Yin, Ye Yuan et al.
No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand
Jimin Jung, MyoungJin Kim, Jaehyung Seo et al.
OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning
Pan Lu, Bowen Chen, Sheng Liu et al.
Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)
Sebastian Zimmermann, René Groh, Andreas M. Kist
Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans
Tammy Zhong, Yang Song, Maurice Pagnucco
Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA
Yiran Zhang, Mingyang Lin, Mark Dras et al.
Placing Any Object at Any 3D Position
Junhao Zhang, Ming Kong, Zhanbin Hu et al.
Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation
Hui Zhang, Guangchen Ruan, Hui Xiao
CLEAR: Error Analysis via LLM-as-a-Judge Made Easy
Asaf Yehudai, Lilach Eden, Yotam Perlitz et al.