Papers
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification
Han Liu, Shuqin Li, Xiaotong Zhang et al.
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training
Ao Sun, Weilin Zhao, Xu Han et al.
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters
Yan Yang, Zeguan Xiao, Xin Lu et al.
Sequence-level Large Language Model Training with Contrastive Preference Optimization
Zhili Feng, Dhananjay Ram, Cole Hawkins et al.
Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation
Long Nguyen, Tran Le, Huong Nguyen et al.
SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation
Zhijie Bao, Qingyun Liu, Xuanjing Huang et al.
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine
Xiaochen Wang, Junqing He, Liang Chen et al.
SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models
Margaret Mitchell, Giuseppe Attanasio, Ioana Baldini et al.
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
Tung Nguyen, Tue Le, Hoang Tran Vuong et al.
shimig@DravidianLangTech2025: Stratification of Abusive content on Women in Social Media
Gersome Shimi, Jerin Mahibha C, Thenmozhi Durairaj
Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese
Yunmeng Zhang, Meiling Liu, Hanqi Tang et al.
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
Wonjoong Kim, Sangwu Park, Yeonjun In et al.
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
Ran Xu, Hui Liu, Sreyashi Nag et al.
SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse
Giang Do, Hung Le, Truyen Tran
Simulating Classroom Education with LLM-Empowered Agents
Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu et al.
SimulBench: Evaluating Language Models with Creative Simulation Tasks
Qi Jia, Xiang Yue, Tuney Zheng et al.
Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation
Soyoung Yang, Hojun Cho, Jiyoung Lee et al.
Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping
Ryan Li, Yanzhe Zhang, Diyi Yang
SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection
Nikita Sushko, Alexander Panchenko, Elena Tutubalina
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture
Jiayi Han, Liang Du, Hongwei Du et al.
SLM-Mod: Small Language Models Surpass LLMs at Content Moderation
Xianyang Zhan, Agam Goyal, Yilun Chen et al.
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das et al.
Smaller Large Language Models Can Do Moral Self-Correction
Guangliang Liu, Zhiyu Xue, Xitong Zhang et al.
Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning
Junzhi Chen, Juhao Liang, Benyou Wang
Sneaking Syntax into Transformer Language Models with Tree Regularization
Ananjan Nandi, Christopher D Manning, Shikhar Murty