Natural Language Processing

Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents ACL 2026 SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification ACL 2026 SeSE: Black-Box Uncertainty Quantification for Large Language Models Based on Structural Information Theory UAI 2026 Sigmoid Head for Quality Estimation under Language Ambiguity ACL 2026 SilkPeak at SemEval-2026 Task 6: When Politicians Dodge — Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer Learning SemEval 2026 SWAN: Semantic Watermarking with Abstract Meaning Representation ACL 2026 Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation ACL 2026 Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings SemEval 2026 The Counterfactuals at SemEval-2026 Task 9: Can Counterfactually-Inspired Preprocessing help Detect Polarization? SemEval 2026 The Subjectivity of Respect in Police Traffic Stops: Modeling Community Perspectives in Body-Worn Camera Footage ACL 2026 Think in Sentences: Explicit Sentence Boundaries Enhance Language Model’s Capabilities ACL 2026 To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination EACL 2026 Truth Gradient at SemEval-2026 Task 10:Conspiracy Belief Detection via Narrative Density and Mean Pooling SemEval 2026 VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large SemEval 2026 What’s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews ACL 2026 Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction ACL 2026 Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025 ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025 Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025 Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ACL 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning ICLR 2025 ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025