Papers
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
Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach
James Ford, Anthony Rios
RAC: Efficient LLM Factuality Correction with Retrieval Augmentation
Changmao Li, Jeffrey Flanigan
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages
Yongdong Chi, Hanqing Wang, Yun Chen et al.
GreekBarBench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations
Odysseas S. Chlapanis, Dimitrios Galanis, Nikolaos Aletras et al.
Uncertainty-Aware Answer Selection for Improved Reasoning in Multi-LLM Systems
Aakriti Agrawal, Rohith Aralikatti, Anirudh Satheesh et al.
Jailbreak Distillation: Renewable Safety Benchmarking
Jingyu Zhang, Ahmed Elgohary, Xiawei Wang et al.
SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization
Dhruv Gupta, Gayathri Ganesh Lakshmy, Yiqing Xie
Open-DeBias: Toward Mitigating Open-Set Bias in Language Models
Arti Rani, Shweta Singh, Nihar Ranjan Sahoo et al.
Real-World Summarization: When Evaluation Reaches Its Limits
Patrícia Schmidtová, Ondrej Dusek, Saad Mahamood
Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks
Rajarshi Haldar, Julia Hockenmaier