Natural Language Processing

SAIL: Similarity-Aware Guidance and Inter-Caption Augmentation-based Learning for Weakly-Supervised Dense Video Captioning CVPR 2026 SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026 SAM2Text: Towards Prompt-Free and Multi-Resolution Video Scene Text Segmentation CVPR 2026 SAME: Signer-Aware Mixture-of-Experts for Test-Time Adaptation in Sign Language Translation ACL 2026 Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026 SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages AAAI 2026 SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026 SarcasTürk: Turkish Context-Aware Sarcasm Detection Dataset EACL 2026 SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation AAAI 2026 SAT-RRG: LLM-Guided Self-Adaptive Training for Radiology Report Generation with Token-Level Push-Pull Optimization CVPR 2026 Says Who? Argument Convincingness and Reader Stance Are Correlated with Perceived Author Personality EACL 2026 Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study AAAI 2026 SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning EACL 2026 Scaling and Transferability of Annealing Strategies in Large Language Model Training AAAI 2026 Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding ACL 2026 Scaling Data-Constrained Language Models with Synthetic Data EACL 2026 Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs EACL 2026 Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation AAAI 2026 SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation EACL 2026 SceneJailEval: A Scenario-Adaptive Multi-Dimensional Framework for Jailbreak Evaluation AAAI 2026 SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases EACL 2026 Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System AAAI 2026 Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale AAAI 2026 ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery ACL 2026 schmerle at SemEval-2026 Task 4: Exploring Large Language Model Prompting Strategies for Low-Resource Narrative Similarity Detection SemEval 2026