Natural Language Processing

Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning ACL 2026 A Structured Clustering Approach for Inducing Media Narratives ACL 2026 A System for Dynamically Tracking Content Moderation on Reddit ACL 2026 Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise CoNLL 2026 CAIT: A Syntactic Parsing Toolkit for Child–Adult InTeractions CoNLL 2026 Can AI-Generated Persuasion Be Detected? Persuaficial Benchmark and AI vs. Human Linguistic Differences ACL 2026 Causal2Vec: Improving Decoder-only LLMs as Embedding Models through a Contextual Token ACL 2026 DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis ACL 2026 DVCQR: Dual-View Conversational Query Rewriting with Stage-wise Reinforcement Learning ACL 2026 Evaluating the Impact of Verbal Multiword Expressions on Machine Translation ACL 2026 Fiction Flows: A Replication and Reinterpretation of Narrative Sequentiality ACL 2026 Identifying the Periodicity of Information in Natural Language ACL 2026 Investigating Counterfactual Unfairness in LLMs towards Identities through Humor ACL 2026 Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm ACL 2026 LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target ACL 2026 Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments ACL 2026 Logic Matters in Lightweight Hallucination Classification for RAG System ACL 2026 Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting ACL 2026 MetFuse: Figurative Fusion between Metonymy and Metaphor ACL 2026 Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives ACL 2026 MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training ACL 2026 PFW at SemEval-2026 Task 6: Multi-Seed DeBERTa Ensembles for Political Response Clarity and Evasion Classification SemEval 2026 PolDeck at SemEval-2026 Task 9: Multilingual Online Polarization Detection via Hybrid Model Ensembling and Data Augmentation SemEval 2026 Prefix Parsing is Just Parsing ACL 2026 Probing for Reading Times ACL 2026