Papers
RALS: Resources and Baselines for Romanian Automatic Lexical Simplification
Fabian Anghel, Cristea Petru-Theodor, Claudiu Creanga et al.
“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations
Hongyu Chen, Neele Falk, Michael Roth et al.
Beyond Pairwise: Global Zero-shot Temporal Graph Generation
Alon Eirew, Kfir Bar, Ido Dagan
Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale
Jacob Lee Suchardt, Hana El-Shazli, Pierluigi Cassotti
Explicit Learning and the LLM in Machine Translation
Malik Marmonier, Rachel Bawden, Benoît Sagot
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing
Sabri Boughorbel, Fahim Dalvi, Nadir Durrani et al.
Flexible-length Text Infilling for Discrete Diffusion Models
Andrew Zhang, Anushka Sivakumar, Chia-Wei Tang et al.
Pluralistic Alignment for Healthcare: A Role-Driven Framework
Jiayou Zhong, Anudeex Shetty, Chao Jia et al.
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness
Tingchen Fu, Fazl Barez
LoRACoE: Improving Large Language Model via Composition-based LoRA Expert
Guanyu Li, Zhiheng Xi, Zhihao Zhang et al.
Droid: A Resource Suite for AI-Generated Code Detection
Daniil Orel, Indraneil Paul, Iryna Gurevych et al.
ThinkTuning: Instilling Cognitive Reflections without Distillation
Aswin Rrv, Jacob Dineen, Divij Handa et al.
Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels
Siyu Liang, Nicolas Ballier, Gina-Anne Levow et al.
Prior Prompt Engineering for Reinforcement Fine-Tuning
Pittawat Taveekitworachai, Potsawee Manakul, Sarana Nutanong et al.
Token-level Proximal Policy Optimization for Query Generation
Yichen Ouyang, Lu Wang, Fangkai Yang et al.
X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning
Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani et al.
A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications
Sunayana Sitaram, Adrian de Wynter, Isobel McCrum et al.
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
Yue Fang, Shaohan Huang, Xin Yu et al.
DELOC: Document Element Localizer
Hammad Ayyubi, Puneet Mathur, Mehrab Tanjim et al.
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
Yike Zhang, Zhiyuan He, Huiqiang Jiang et al.
LLM-Guided Co-Training for Text Classification
Md Mezbaur Rahman, Cornelia Caragea
MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval
Yifan Liu, Qianfeng Wen, Mark Zhao et al.
Cacheback: Speculative Decoding With Nothing But Cache
Zhiyao Ma, In Gim, Lin Zhong
HICode: Hierarchical Inductive Coding with LLMs
Mian Zhong, Pristina Wang, Anjalie Field
Demystifying Domain-adaptive Post-training for Financial LLMs
Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen et al.