Papers
Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models
Sawsan Alqahtani, Mir Tafseer Nayeem, Md Tahmid Rahman Laskar et al.
IYKYK: Using language models to decode extremist cryptolects
Christine de Kock, Arij Riabi, Zeerak Talat et al.
Debate, Deliberate, Decide (D3): A Cost-Aware Adversarial Framework for Reliable and Interpretable LLM Evaluation
Abir Harrasse, Chaithanya Bandi, Hari Bandi
Redefining Retrieval Evaluation in the Era of LLMs
Giovanni Trappolini, Florin Cuconasu, Simone Filice et al.
What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs
Xinlan Yan, Di Wu, Yibin Lei et al.
CAIRE: Cultural Attribution of Images with Retrieval
Arnav Yayavaram, Siddharth Yayavaram, Simran Khanuja et al.
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models
Alla Chepurova, Aydar Bulatov, Mikhail Burtsev et al.
Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale Knowledge
Dwip Dalal, Utkarsh Mishra, Narendra Ahuja et al.
Tandem Training for Language Models
Robert West, Ashton Anderson, Ece Kamar et al.
TimeMachine-bench: A Benchmark for Evaluating Model Capabilities in Repository-Level Migration Tasks
Ryo Fujii, Makoto Morishita, Kazuki Yano et al.
Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration
Guozhao Mo, Yanjiang Liu, Yafei Shi et al.
Generating Multi-Aspect Queries for Conversational Search
Zahra Abbasiantaeb, Simon Lupart, Mohammad Aliannejadi
Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models
Tomoyuki Jinno, Kazuki Hayashi, Yusuke Sakai et al.
ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations
Yindong Wang, Martin Preiß, Margarita Bugueño et al.
Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and Morality
Jana Jung, Marlene Lutz, Indira Sen et al.
Repairing Regex Vulnerabilities via Localization-Guided Instructions
Sicheol Sung, Joonghyuk Hahn, Yo-Sub Han
Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets
Omar Momen, Emilie Sitter, Berenike Herrmann et al.
COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts
Ayush Singh, Dishank Aggarwal, Pranav Bhagat et al.
Teaching Small Language Models to Learn Logic through Meta-Learning
Leonardo Bertolazzi, Manuel Vargas Guzmán, Raffaella Bernardi et al.
A Regex Minimization Benchmark: A PSPACE-Complete Challenge for Language Models
Hyundong Jin, Joonghyuk Hahn, Yo-Sub Han
Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs
Yujia Zheng, Tianhao Li, Haotian Huang et al.
Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
Atharvan Dogra, Soumya Suvra Ghosal, Ameet Deshpande et al.
Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models
Chengzhi Zhong, Fei Cheng, Qianying Liu et al.
Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models
Zongyu Wu, Minhua Lin, Zhiwei Zhang et al.
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
Pedashenko Vladislav, Laida Kushnareva, Yana Khassan Nibal et al.