Papers
The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG
Shu Zhou, Jinman Leng, Yufei Song et al.
Thermometer of Thoughts: Enhancing LLM’s Exploration via Attention Temperature Modulation
Zhiyuan Yu, Shijian Xiao, Cam-Tu Nguyen et al.
The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining
Jiandong Shao, Raphael Tang, Crystina Zhang et al.
The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces
Angelina Tsai, Shreya Subramanian, Catherine Liu et al.
The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning
Renmiao Chen, Yida Lu, Shiyao Cui et al.
The Silence of the Facts: Popularity as a Barrier to Machine Unlearning
Anna Borisiuk, Andrey Savchenko, Alexander Panchenko et al.
Thesis Proposal: An Explainable Multimodal Framework for Detecting Harmful Content in Code-Switched Children’s Media
Juliana Isabelle A. Guillermo, Jasper Kyle Catapang, Nathaniel Oco
Thesis Proposal: A Normalization-First Framework for Sound, Complete, and Utility-Ready Open Information Extraction
Chandan Prakash, Pavan Kumar Chittimalli, Arnab Bhattacharya
Thesis Proposal: Intentional Inference for Insight Generation
Kristýna Onderková
Thesis Proposal: LLMs post-training for multilingual medical tasks. Instruction-Tuning, Continual-Pretraining or Reasoning?
Pietro Ferrazzi, Alberto Lavelli, Bernardo Magnini
Thesis Proposal: Self-Adaptive and Epistemic Uncertainty-Guided ASR of Dense Intra-Sentential Code-Switched Speech for African Low-Resource Languages
Umar Baba Umar, Sulaimon Adebayo Bashir, Abdulmalik Danlami Mohammed et al.
Thesis Proposal: Targeted and Unified Cross-Lingual Unlearning from Multilingual Language Models
Jan Bronec, Jindřich Helcl
Thesis Proposal: Toward a Human-Centered and Perspective-Aware Framework for Reproducible ML Evaluation and AI Alignment
Deepak Pandita, Christopher M. Homan
The Stackelberg Speaker: Optimizing Persuasive Communication in Social Deduction Games
Zhang Zheng, Deheng Ye, Peilin Zhao et al.
The Subjectivity of Respect in Police Traffic Stops: Modeling Community Perspectives in Body-Worn Camera Footage
Preni Golazizian, Elnaz Rahmati, Jackson Trager et al.
The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form–Meaning Mapping
Onur Keleş, Asli Ozyurek, Gerardo Ortega et al.
Think before Go: Hierarchical Reasoning for Image-goal Navigation
Pengna Li, Kangyi Wu, Shaoqing Xu et al.
Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models
Jiawei Li, Yang Gao, Huashan Sun et al.
ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning
Vladislav Smirnov, Quang-Chieu Nguyen, Sergey Senichev et al.
Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding
Fan Liu, Yanhao Wang, Min Zhang et al.