Papers
Learning Multilingual Agentic Policy to Control Sycophancy
Leonardo Ranaldi, Giulia Pucci
AudioJudge: Understanding What Works in Large Audio Model Based Speech Evaluation
Potsawee Manakul, Woody Haosheng Gan, Michael J Ryan et al.
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models
Shima Imani, Seungwhan Moon, Lambert Mathias et al.
A Unified View on Emotion Representation in Large Language Models
Aishwarya Maheswaran, Maunendra Sankar Desarkar
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya et al.
Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour
Ian Berlot-Attwell, Tobias Sesterhenn, Frank Rudzicz et al.
Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding
Huayu Li, ZhengXiao He, Siyuan Tian et al.
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models
Runpeng Dai, Run Yang, Fan Zhou et al.
Mapping the Course for Prompt-based Structured Prediction
Matt Pauk, Maria Leonor Pacheco
HalluZig: Hallucination Detection using Zigzag Persistence
Shreyas N. Samaga, Gilberto Gonzalez Arroyo, Tamal K. Dey
Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue
Sukannya Purkayastha, Nils Dycke, Anne Lauscher et al.
ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links
Serwar Basch, Ilia Kuznetsov, Tom Hope et al.
Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions
Léo Labat, Etienne Ollion, François Yvon
Finding Culture-Sensitive Neurons in Vision-Language Models
Xiutian Zhao, Rochelle Choenni, Rohit Saxena et al.
How Much Pretraining Does Structured Data Need?
Daniel Fadlon, Kfir Bar
Personality Editing for Language Models through Adjusting Self-Referential Queries
Seojin Hwang, Yumin Kim, Byeongjeong Kim et al.
BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data
Jaap Jumelet, Abdellah Fourtassi, Akari Haga et al.
FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning
Minh Ngoc Ta, Dong Cao Van, Duc-Anh Hoang et al.
Vision-Language Models Align with Human Neural Representations in Concept Processing
Anna Bavaresco, Marianne De Heer Kloots, Sandro Pezzelle et al.
AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders
Georgii Aparin, Tasnima Sadekova, Alexey Rukhovich et al.
Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application
Haoyu Jiang, Fanjie Zeng, Boan Qu et al.
Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems
Kin Kwan Leung, Mouloud Belbahri, Yi Sui et al.
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models
Qiao Liang, Yanjiang Liu, Weixiang Zhou et al.
When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training
Felicia Körner, Max Müller-Eberstein, Anna Korhonen et al.