Papers
19,135 papers found
BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages
Guduru Manoj, Neel Prabhanjan Rachamalla, Ashish Kulkarni et al.
Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting
Yunhun Nam, Jaehyung Kim, Jongheon Jeong
SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models
Giorgio Piras, Raffaele Mura, Fabio Brau et al.
Are Language Models Any Good at Density Modeling?
Sriram Ranga, Sai Shashank Bedampeta, Rui Mao et al.
Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs
Chenghao Sun, Zhen Huang, Yonggang Zhang et al.
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
Weiwei Sun, Shengyu Feng, Shanda Li et al.
SafetyReminder: Reviving Delayed Safety Awareness of Vision-Language Models to Defend Against Jailbreak Attacks
Peiyuan Tang, Haojie Xin, Xiaodong Zhang et al.
Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding
Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen
Mitigating Content Effects on Reasoning in Language Models Through Fine-Grained Activation Steering
Marco Valentino, Geonhee Kim, Dhairya Dalal et al.
Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs
Heng Wang, Changxing Wu
Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach
Biao Wu, Meng Fang, Ling Chen et al.
Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding
Di Wu, Liting Jiang, Ruiyu Fang et al.
MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
Zhiheng Xi, Yuhui Wang, Yiwen Ding et al.
Multiplicative Orthogonal Sequential Editing for Language Models
Hao-Xiang Xu, Jun-Yu Ma, Ziqi Peng et al.
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
Yangfan Ye, Xiaocheng Feng, Xiachong Feng et al.
ToC: Tree-of-Claims Search with Multi-Agent Language Models
Shuyang Yu, Jianan Liang, Hui Hu
Language Model Distillation: A Temporal Difference Imitation Learning Perspective
Zishun Yu, Shangzhe Li, Xinhua Zhang
Reducing the Scope of Language Models
David Yunis, Siyu Huo, Chulaka Gunasekara et al.
How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective
Shimao Zhang, Zhejian Lai, Xiang Liu et al.
The Avengers: A Routing Recipe for Collective Intelligence in Language Models
Yiqun Zhang, Hao Li, Chenxu Wang et al.
TASE: Token Awareness and Structured Evaluation for Multilingual Language Models
Chenzhuo Zhao, Xinda Wang, Yue Huang et al.
LLM Collaborative Filtering: User-Item Graph as New Language
Huachi Zhou, Yujing Zhang, Hao Chen et al.
STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models
Jingjing Zhou, Gaoxiang Cong, Li Su et al.
Do Retrieval Augmented Language Models Know When They Don’t Know?
Youchao Zhou, Heyan Huang, Yicheng Liu et al.
Your Prompts Are Not Safe: Output-Free Membership Inference via Prompt Vectors in Vision-Language Tuning
Yuran Bian, Xiaohan Zhang, Zhiyuan Yu et al.