Natural Language Processing

Ensemble Methods for Low-Resource Russian-Kyrgyz Machine Translation: When Diverse Models Beat Better Models EACL 2026 Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks EACL 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ACL 2026 entity-linkings: A Unified Library for Entity Linking EACL 2026 ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking AAAI 2026 ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ACL 2026 Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework AAAI 2026 ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect Prediction SemEval 2026 ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ACL 2026 Escaping the Probability Trap: Mitigating Semantic Drift in Cantonese-Mandarin Translation EACL 2026 ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026 ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026 EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing AAAI 2026 Ethical Decision-making with AI: Value Alignment and the Role of Reasoning AAAI 2026 EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026 EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents AAAI 2026 EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation EACL 2026 Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption EACL 2026 Evaluating Humanities Theory Alignment in Large Language Models: Incremental Prompting and Statistical Assessment EACL 2026 Evaluating Large Language Models on Lithuanian Grammatical Cases EACL 2026 Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics ACL 2026 Evaluating LLMs for Police Decision-Making: A Framework Based on Police Action Scenarios AAAI 2026 Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features EACL 2026 Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026