Natural Language Processing

Automatic Grammatical Case Prediction for Template Filling in Case-Marking Languages: Implementation and Evaluation for Finnish EACL 2026 Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation AAAI 2026 AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition AAAI 2026 AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs ACL 2026 A Valency Lexicon for Universal Dependencies EACL 2026 AyahVerse at AbjadGenEval Shared Task: Monolingual Precision and Cross-Lingual Analysis in Perso-Arabic AI Detection EACL 2026 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ACL 2026 Back-of-the-Book Index Automation for Arabic Documents EACL 2026 BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models AAAI 2026 BAHAHA at SemEval-2026 Task 1: Benchmarking-Aware Humor Authoring with Hybrid Assessment and Adaptation SemEval 2026 Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts AAAI 2026 Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production AAAI 2026 Balancing Fluency and Adherence: Hybrid Fallback Term Injection in Low-Resource Terminology Translation EACL 2026 BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates CVPR 2026 BanglaLlama: LLaMA for Bangla Language EACL 2026 BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction ACL 2026 BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation ACL 2026 BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026 BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation ACL 2026 BanSuite: A Unified Toolkit and Software Platform for Low-Resource NLP in Bangla EACL 2026 B&B at SemEval-2026 Task 6: A RoBERTa-based Model with NLI-derived Semantic Features for Clarity-Level Classification of Political Question Evasion SemEval 2026 Becoming Experienced Judges: Selective Test-Time Learning for Evaluators EACL 2026 BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 BeeParser at MWE-2026 PARSEME 2.0 Subtask 1: Can Cross-Lingual Interactions Improve MWE Identification? EACL 2026 BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026