Natural Language Processing

Show or Tell? Modeling the evolution of request-making in Human-LLM conversations EACL 2026 Shughni Machine Translation Enhanced by Donor Languages EACL 2026 Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG SemEval 2026 Sigmoid Head for Quality Estimation under Language Ambiguity ACL 2026 Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards ACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 Similar, but why? A Toolkit for Explaining Text Similarity EACL 2026 Simorgh at SemEval-2026 task 7: Region-Aware Hybrid Retrieval for Low-Resource Cultural Reasoning in Multilingual Question Answering SemEval 2026 Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners AAAI 2026 Simulating Human-Like Counseling: A Path- and Scenario-Guided Framework for Psychological Support Dialogue AAAI 2026 Simultaneous Speech-to-Text Translation Web Application for Estonian EACL 2026 SindBERT, the Sailor: Charting the Seas of Turkish NLP EACL 2026 SinFoS: A Parallel Dataset for Translating Sinhala Figures of Speech EACL 2026 Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis ACL 2026 SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts EACL 2026 SITA: A Framework for Structure-to-Instance Theorem Autoformalization AAAI 2026 SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models EACL 2026 SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation ACL 2026 SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations EACL 2026 SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026 SlugRAG at SemEval-2026 Task 8: Domain-Specific Fine-Tuning and Model Scaling for Multi-Turn RAG Retrieval SemEval 2026 Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026 SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models ACL 2026 SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems EACL 2026 SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision Thresholds SemEval 2026