Papers
Low-Resource Languages LLM Disinformation is Within Reach: The Case of Walliserdeutsch
Andrei Kucharavy, Sherine Seppey, Cyril Vallez et al.
LCAN: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems
Shuli Zhang, Zhiqiang You, Xiao Xiang Qi et al.
DM-Codec: Distilling Multimodal Representations for Speech Tokenization
Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin et al.
HATECAT-TR: A Hate Speech Span Detection and Categorization Dataset for Turkish
Hasan Kerem Şeker, Gökçe Uludoğan, Pelin Önal et al.
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning
Sai Ashish Somayajula, Bokai Hu, Qi Cao et al.
Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis
Tereza Vrabcová, Marek Kadlčík, Petr Sojka et al.
We Argue to Agree: Towards Personality-Driven Argumentation-Based Negotiation Dialogue Systems for Tourism
Priyanshu Priya, Saurav Dudhate, Desai Vishesh Yasheshbhai et al.
SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks
Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras et al.
How to Generalize the Detection of AI-Generated Text: Confounding Neurons
Claudio Borile, Carlo Abrate
Can Language Models Follow Multiple Turns of Entangled Instructions?
Chi Han, Xin Liu, Haodong Wang et al.
STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning
Beibei Yu, Tao Shen, Ling Chen
ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations
Bowen Jiang, Yuan Yuan, Xinyi Bai et al.
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback
Henry Hengyuan Zhao, Wenqi Pei, Yifei Tao et al.
On the Fine-Grained Planning Abilities of VLM Web Agents
Surgan Jandial, Yinong Oliver Wang, Andrea Bajcsy et al.
UniSpeaker: A Unified Approach for Multimodality-driven Speaker Generation
Zhengyan Sheng, Zhihao Du, Heng Lu et al.
Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution
Calvin Bao, Connor Baumler, Hal Daumé Iii et al.
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
Zirui Song, Bin Yan, Yuhan Liu et al.
Enhancing Goal-oriented Proactive Dialogue Systems via Dynamic Multi-dimensional Consistency Optimization
Didi Zhang, Yaxin Fan, Peifeng Li et al.
Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning
Bohan Yao, Vikas Yadav
Masked Diffusion Captioning for Visual Feature Learning
Chao Feng, Zihao Wei, Andrew Owens
FicSim: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction
Natasha Johnson, Amanda Bertsch, Maria-Emil Deal et al.
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
Wenyu Wang, Mengqi Zhang, Xiaotian Ye et al.
Uncovering Scaling Laws for Large Language Models via Inverse Problems
Arun Verma, Zhaoxuan Wu, Zijian Zhou et al.
GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning
Abdessalam Ed-dib, Zhanibek Datbayev, Amine M. Aboussalah