Natural Language Processing

SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations NAACL 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 SAFE: Structured Argumentation for Fact-checking with Explanations IJCAI 2025 SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs EMNLP 2025 Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety ACL 2025 SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025 SAGE: A Generic Framework for LLM Safety Evaluation EMNLP 2025 SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025 SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs EMNLP 2025 SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation EMNLP 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025 SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025 Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SemEval 2025 SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025 SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SemEval 2025 Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models EMNLP 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models ICLR 2025 Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition ACL 2025 Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements EMNLP 2025 Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data SemEval 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025 SandboxSocial: A Sandbox for Social Media Using Multimodal AI Agents IJCAI 2025 Sandhi Splitting in Tamil and Telugu: A Sequence-to-Sequence Approach Leveraging Transformer Models COLING 2025