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Papers (including subtopics)

SLM-SQL: An Exploration of Small Language Models for Text-to-SQL IJCNLP 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models EMNLP 2025 SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation NAACL 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Small Language Models in the Real World: Insights from Industrial Text Classification ACL 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? EMNLP 2025 SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages EMNLP 2025 SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA AACL 2025 SNAP: Semantic Stories for Next Activity Prediction AAAI 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025 Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts EMNLP 2025 Social Hatred: Efficient Multimodal Detection of Hatemongers ACL 2025 Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice NAACL 2025 SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches ICLR 2025 Soft Syntactic Reinforcement for Neural Event Extraction NAACL 2025 SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs EMNLP 2025