Papers
Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models
Alexey Dontsov, Anton Korznikov, Andrey V. Galichin et al.
Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering
Lei Tang, Wei Zhou, Mohsen Mesgar
MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment
Sagarika Banerjee, Tangatar Madi, Advait Swaminathan et al.
STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language
Hongyi Li, Jianjun Lian, Anton Frederik Thielmann et al.
SAFARI: A Community-Engaged Approach and Dataset of Stereotype Resources in the Sub-Saharan African Context
Aishwarya Verma, Laud Ammah, Olivia Nercy Ndlovu Lucas et al.
When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation
David Tan, Pinzhen Chen, Josef Van Genabith et al.
The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI
Alan Saji, Raj Dabre, Anoop Kunchukuttan et al.
Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models
Elio Musacchio, Giovanni Semeraro, Goran Glavaš
Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches
Hachem Madmoun, Salem Lahlou
Morpheme Matters: Morpheme-Based Subword Tokenization for Korean Language Models
DongHyeok Lee, Jeongyeon Park, Kyungbeen Cho et al.
Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas
Justin Vasselli, Arturo Mp, Frederikus Hudi et al.
How DDAIR you? Disambiguated Data Augmentation for Intent Recognition
Galo Castillo-López, Alexis Lombard, Nasredine Semmar et al.
Optical Character Recognition for the International Phonetic Alphabet
Shu Okabe, Dejvi Zelo, Alexander Fraser
Task-Level Instructions Induction for Audio Question Answering from Few Examples
Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning Capabilities
Hongseok Oh, Wonseok Hwang, Kyoung-Woon On
Exploring Cross-Lingual Voice Conversion Methods for Anonymizing Low-Resource Text-to-Speech
Shenran Wang, Aidan Pine, Mengzhe Geng
Hey, wait a minute: on at-issue sensitivity in Language Models
Sanghee J. Kim, Kanishka Misra
To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination
Jing Ke, Zheyong Xie, Shaosheng Cao et al.
Hacking Neural Evaluation Metrics with Single Hub Text
Hiroyuki Deguchi, Katsuki Chousa, Yusuke Sakai
WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
Zhisong Zhang, Tianqing Fang, Kaixin Ma et al.
Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly
Yi-Chien Lin, William Schuler
McMining: Automated Discovery of Misconceptions in Student Code
Erfan Al-Hossami, Razvan Bunescu
Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection
Pranaydeep Singh, Orphee De Clercq, Els Lefever
When Words Wear Masks: Detecting Malicious Intents and Hostile Impacts of Online Hate Speech
Priyansh Singhal, Piyush Joshi