Papers
LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal
Dongjun Kim, Jeongho Yoon, Chanjun Park et al.
Language Acquisition Device in Large Language Models
Masato Mita, Taiga Someya, Ryo Yoshida et al.
Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning
Trapoom Ukarapol, Pakhapoom Sarapat, Nut Chukamphaeng
Language Choice in Nigerian Social Media Hate Speech
Nneoma C Udeze, Rob Voigt
Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation
Bo Li, Zhenghua Xu, Rui Xie
Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries
Yuchen Zhang, Ravi Shekhar, Haralambos Mouratidis
Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
Jongwon Ryu, Joonhyung Park, Jaeho Han et al.
Language-Guided and Motion-Aware Gait Representation for Generalizable Recognition
ZhengXian Wu, Chuanrui Zhang, Shen'Ao Jiang et al.
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression
Roy H. Jennings, Genady Paikin, Roy Shaul 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.
Language Matters: Target-Language Supervision for Political Bias Detection in Turkish News
Umut Ozbagriacik, Haim Dubossarsky
Language Mixture to Develop Accurate Galician Dependency Parsers: An Exploration of Its Effects
Xabier Irastortza-Urbieta, José M. García-Miguel, Marcos Garcia
Language Model as Planner and Formalizer under Constraints
Cassie Huang, Stuti Mohan, Ziyi Yang et al.
Language Model Distillation: A Temporal Difference Imitation Learning Perspective
Zishun Yu, Shangzhe Li, Xinhua Zhang
Language Model-Driven Data Pruning Enables Efficient Active Learning
Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza
Language Models and Logic Programs for Trustworthy Tax Reasoning
William Jurayj, Nils Holzenberger, Benjamin Van Durme
Language Models Do Not Embed Numbers Continuously (Student Abstract)
Alex Davies, Roussel Nzoyem Ngueguin, Nirav Ajmeri et al.
Language Models Don’t Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
Nishant Balepur, Malachi Hamada, Varsha Kishore et al.
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
Michal Štefánik, Timothee Mickus, Marek Kadlčík et al.
Language Models Struggle to Use Representations Learned In-Context
Michael A. Lepori, Tal Linzen, Ann Yuan et al.
Language of Thought Shapes Output Diversity in Large Language Models
Shaoyang Xu, Wenxuan Zhang
Language Reconstruction with Brain Predictive Coding from fMRI Data
Congchi Yin, Ziyi Ye, Piji Li
Language Statistics and False Belief Reasoning: Evidence from 41 Open-Weight LMs
Sean Trott, Samuel M. Taylor, Cameron Robert Jones et al.