Natural Language Processing

From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection ACL 2026 From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models EACL 2026 From Graphs to Hypergraphs: Enhancing Aspect-Term Sentiment Analysis via Multi-Level Relational Modeling ACL 2026 From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs ACL 2026 From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation AAAI 2026 From Lemmas to Dependencies: What Signals Drive Light Verbs Classification? EACL 2026 From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning AAAI 2026 From Mixed Backgrounds to NLP Skills EACL 2026 From Narrow Unlearning to Emergent Misalignment in LLMs ACL 2026 From Natural Language to Executable ETL Flows: The IBM DataStage Assistant AAAI 2026 From Novice to Expert: Generating Audience-Dependent Concert Moderations with RAG-LLMs EACL 2026 From Pain to Praise: Aspect-Based Sentiment Analysis for Norwegian Patient Feedback EACL 2026 From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension AAAI 2026 From Pixel to Precision: Enhancing Handwritten Mathematical Expression Recognition with Image-Level Reward CVPR 2026 From Posts to Pressure: An Arabic Dataset about Stress and Mental-Health Monitoring EACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding ACL 2026 From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026 From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026 From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning EACL 2026 From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context ACL 2026 From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench AAAI 2026 From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD CoNLL 2026 From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom EACL 2026 From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media EACL 2026