Natural Language Processing

Follow the Saliency: Supervised Saliency for Retrieval-augmented Dense Video Captioning CVPR 2026 FOL-Traces: Verified First-Order Logic Reasoning Traces at Scale EACL 2026 Form and Meaning in Intrinsic Multilingual Evaluations EACL 2026 Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts AAAI 2026 FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation ACL 2026 Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness EACL 2026 FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System ACL 2026 FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph ACL 2026 Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs ACL 2026 Framing Political Bias in Multilingual LLMs Across Pakistani Languages ACL 2026 Frankentext: Stitching random text fragments into long-form narratives ACL 2026 From 3D Pose to Prose: Biomechanics-Grounded Vision-Language Coaching CVPR 2026 From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons ACL 2026 From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework AAAI 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026 From Code-Centric to Concept-Centric: Teaching NLP with LLM-Assisted "Vibe Coding” EACL 2026 From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 From Corpus to Concept Scheme: Developing a SKOS Vocabulary for Armenian Epigraphic Heritage EACL 2026 From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan ACL 2026 From Dependency to CCG to Incremental CCG: Approaches to Flexible Word Order in Turkish CoNLL 2026 From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis AAAI 2026 From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human Preferences EACL 2026 From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026 From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation AAAI 2026 From Embeddings to Chatbots: Playful NLP Activities for Middle School AI Literacy AAAI 2026