Papers
SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation
Pushpendu Ghosh, Aryan Jain, Promod Yenigalla
SQL Injection Jailbreak: A Structural Disaster of Large Language Models
Jiawei Zhao, Kejiang Chen, Weiming Zhang et al.
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
Dai Quoc Nguyen, Cong Duy Vu Hoang, Duy Quang Vu et al.
Squeezed Attention: Accelerating Long Context Length LLM Inference
Coleman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh et al.
S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems
Zhirui Zeng, Jiamou Liu, Meng-Fen Chiang et al.
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection
Yuming Zhang, Hongyu Li, Yongwei Zhang et al.
SR-LLM: Rethinking the Structured Representation in Large Language Model
Jiahuan Zhang, Tianheng Wang, Hanqing Wu et al.
SSR: Alignment-Aware Modality Connector for Speech Language Models
Weiting Tan, Hirofumi Inaguma, Ning Dong et al.
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs
Zhicheng Guo, Sijie Cheng, Yuchen Niu et al.
STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment
Euigyum Kim, Seewoo Li, Salah Khalil et al.
Stance-aware Definition Generation for Argumentative Texts
Natalia Evgrafova, Loic De Langhe, Véronique Hoste et al.
Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments
Anya Belz, Simon Mille, Craig Thomson
Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection
Joseph Le, Hannah Cui, James Zhang
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation
Wenxiang Guo, Yu Zhang, Changhao Pan et al.
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
Mingqian He, Yongliang Shen, Wenqi Zhang et al.
STAR: Strategy-Aware Refinement Module in Multitask Learning for Emotional Support Conversations
Suhyun Lee, Changheon Han, Woohwan Jung et al.
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking
Nikolai Rozanov, Marek Rei
StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation
Jinghui Zhang, Dongming Yang, Binghuai Lin
Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models
Ahmed Elshabrawy, Thanh-Nhi Nguyen, Yeeun Kang et al.
State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
Wonjun Kang, Kevin Galim, Yuchen Zeng et al.
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection
Zewen Bai, Liang Yang, Shengdi Yin et al.
Statistical Deficiency for Task Inclusion Estimation
Loïc Fosse, Frederic Bechet, Benoit Favre et al.
Statistical inference on black-box generative models in the data kernel perspective space
Hayden Helm, Aranyak Acharyya, Youngser Park et al.
Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack
Chenxi Dai, Lin Lu, Pan Zhou
STeCa: Step-level Trajectory Calibration for LLM Agent Learning
Hanlin Wang, Jian Wang, Chak Tou Leong et al.