Papers
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
Song Wang, Zihan Chen, Peng Wang et al.
SEPS: A Separability Measure for Robust Unlearning in LLMs
Wonje Jeung, Sangyeon Yoon, Albert No
seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs
Mohammad Ramezanali, Mo Vazifeh, Paolo Santi
Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline
Zhenqi Ye, HaoPeng Ren, Yi Cai et al.
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts
Yifei Yu, Qian-Wen Zhang, Lingfeng Qiao et al.
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models
Thong Nguyen, Yibin Lei, Jia-Huei Ju et al.
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders
Fabio Mercorio, Filippo Pallucchini, Daniele Potertì et al.
SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues
Xiang Li, Keyu Yao, Gang Shen
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
Xiaofeng Zhang, Yihao Quan, Chen Shen et al.
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
Xiaoyu Luo, Yiyi Chen, Johannes Bjerva et al.
SHARP: Steering Hallucination in LVLMs via Representation Engineering
Junfei Wu, Yue Ding, Guofan Liu et al.
SH at WMT25 General Machine Translation Task
Hayate Shiroma
Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic—A Triple-Dialect Feast for Hungry Language Models
Kamyar Zeinalipour, Mohamed Zaky Saad, Oumaima Attafi et al.
Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity
Lei Yu, Jingcheng Niu, Zining Zhu et al.
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
Qin Chen, Yuanyi Ren, Xiaojun Ma et al.
SHIFT: Selected Helpful Informative Frame for Video-guided Machine Translation
Boyu Guan, Chuang Han, Yining Zhang et al.
Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation
Dayeon Ki, Kevin Duh, Marine Carpuat
Shy-hunyuan-MT at WMT25 General Machine Translation Shared Task
Mao Zheng, Zheng Li, Yang Du et al.
Side Effects of Erasing Concepts from Diffusion Models
Shaswati Saha, Sourajit Saha, Manas Gaur et al.
SIFT: Grounding LLM Reasoning in Contexts via Stickers
Zihao Zeng, Xuyao Huang, Boxiu Li et al.
SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
Tan-Hanh Pham, Le Hoang Nam, Phu-Vinh Nguyen et al.
SimBA: Simplifying Benchmark Analysis Using Performance Matrices Alone
Nishant Subramani, Alfredo Gomez, Mona T. Diab
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee et al.
Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search
Weicong Qin, Yi Xu, Weijie Yu et al.
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models
Amirhossein Dabiriaghdam, Lele Wang