Natural Language Processing

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems ICML 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 Stance-aware Definition Generation for Argumentative Texts ACL 2025 Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Structured Discourse Representation for Factual Consistency Verification ACL 2025 Structure Modeling Approach for UD Parsing of Historical Modern Japanese ACL 2025 Studying Rhetorically Ambiguous Questions EMNLP 2025 Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 Talking Point based Ideological Discourse Analysis in News Events ACL 2025 TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition AAAI 2025 TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ACL 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025 Textual Unlearning Gives a False Sense of Unlearning ICML 2025 That is Unacceptable: the Moral Foundations of Canceling ACL 2025 The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness EMNLP 2025 The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025 The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025 Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection EMNLP 2025 Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025 Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025 Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ACL 2025