Papers
Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems
Adam Zahradník, Marek Suppa
Retrieving Support to Rank Answers in Open-Domain Question Answering
Zeyu Zhang, Alessandro Moschitti, Thuy Vu
TLUE: A Tibetan Language Understanding Evaluation Benchmark
Fan Gao, Cheng Huang, Yutong Liu et al.
Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space?
Nandan Kumar Jha, Brandon Reagen
Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models
Tomohiro Sawada, Kartik Goyal
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education
Arturo Oncevay, Elena Kochkina, Keshav Ramani et al.
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks
Roksana Goworek, Haim Dubossarsky
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks
Tanawan Premsri, Parisa Kordjamshidi
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification
Boyang Zhang, Yicong Tan, Yun Shen et al.
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents
Akriti Jain, Pritika Ramu, Aparna Garimella et al.
NormXLogit: The Head-on-Top Never Lies
Sina Abbasi, Mohammad Reza Modarres, Mohammad Taher Pilehvar
The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology
Fagun Patel, Duc Quang Nguyen, Sang T. Truong et al.
DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation
Libo Zhao, Jing Li, Ziqian Zeng
Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains
Junghwan Kim, Haotian Zhang, David Jurgens
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models
Sina Semnani, Jirayu Burapacheep, Arpandeep Khatua et al.
Towards Author-informed NLP: Mind the Social Bias
Inbar Pendzel, Einat Minkov
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
Sina Semnani, Han Zhang, Xinyan He et al.
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions
Rachneet Singh Sachdeva, Rima Hazra, Iryna Gurevych
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
Denis Janiak, Jakub Binkowski, Albert Sawczyn et al.
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
Sourjyadip Ray, Shubham Sharma, Somak Aditya et al.
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models
Michel Olvera, Changhong Wang, Paraskevas Stamatiadis et al.
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media
Aakash Kumar Agarwal, Saprativa Bhattacharjee, Mauli Rastogi et al.
Moral Framing in Politics (MFiP): A new resource and models for moral framing
Ines Rehbein, Ines Reinig, Simone Paolo Ponzetto
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic
Souha Ben Hassine, Asma Arrak, Marouene Addhoum et al.
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts
Esra Dönmez, Maximilian Maurer, Gabriella Lapesa et al.