Papers
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
Xiaoshu Chen, Sihang Zhou, Ke Liang et al.
SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs
Xiaotong Xu, Yizhao Wang, Yunfei Liu et al.
SlackAgents: Scalable Collaboration of AI Agents in Workspaces
Zhiwei Liu, Weiran Yao, Zuxin Liu et al.
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design
Wenxin Tang, Jingyu Xiao, Wenxuan Jiang et al.
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency
Colin Hong, Xu Guo, Anand Chaanan Singh et al.
SLIM: Subtrajectory-Level Elimination for More Effective Reasoning
Xifeng Yao, Chengyuan Ma, Dongyu Lang et al.
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion
Mengxue Yang, Chun Yang, Jiaqi Zhu et al.
SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints
Victor Adelakun Omolaoye, Babajide Alamu Owoyele, Gerard de Melo
SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts
Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen et al.
SLOT: Structuring the Output of Large Language Models
Zhengyuan Shen, Darren Yow-Bang Wang, Soumya Smruti Mishra et al.
SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models
Hongyuan Lu, Zixuan Li, Zefan Zhang et al.
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
Danielle Cohen, Yoni Halpern, Noam Kahlon et al.
SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant?
Xudong Lu, Haohao Gao, Renshou Wu et al.
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes
Iva Bojic, Qi Chwen Ong, Stephanie Hilary Xinyi Ma et al.
SMART: Scalable Multilingual Approach for a Robust TOD System
Karan Malhotra, Arihant Jain, Purav Aggarwal et al.
Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
Huatong Song, Jinhao Jiang, Wenqing Tian et al.
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction
Alexander Scarlatos, Nigel Fernandez, Christopher Ormerod et al.
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression
Biao Zhang, Lixin Chen, Tong Liu et al.
SmolLab_SEU at MAHED Shared Task: Do Arabic-Native Encoders Surpass Multilingual Models in Detecting the Nuances of Hope, Hate, and Emotion?
Md Abdur Rahman, Md Sabbir Dewan, Md. Tofael Ahmed Bhuiyan et al.
SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages
Isaac Caswell, Elizabeth Nielsen, Jiaming Luo et al.
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
Tanmay Parekh, Yuxuan Dong, Lucas Bandarkar et al.
Social Bias Evaluation for Large Language Models Requires Prompt Variations
Rem Hida, Masahiro Kaneko, Naoaki Okazaki
Social Bias in Multilingual Language Models: A Survey
Lance Calvin Lim Gamboa, Yue Feng, Mark G. Lee