Natural Language Inference

PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026 RvH-40 at SemEval-2026 Task 11: Disentangling Reasoning from Belief through Symbolic Abstraction SemEval 2026 Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026 Semantic-Aware Logical Reasoning via a Semiotic Framework ACL 2026 Sentiment Syndicate at SemEval-2026 Task 6: Reframing Political Question–Answer Interactions via Natural Language Inference for Clarity Level Classification SemEval 2026 Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026 Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles AAAI 2026 Team ewelinaksiez at SemEval-2026 Task 11: Reducing Content Bias in Syllogistic Reasoning via Semantic Abstraction SemEval 2026 The Imperfective Paradox in Large Language Models ACL 2026 Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026 TruthSplit: Revealing Conditional Validity in Arguments Through Multi-Worldview Comparative Reasoning ACL 2026 User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026 When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026 YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual Tasks SemEval 2026 Accessible Sanskrit: A Cascading System for Text Analysis and Dictionary Access NAACL 2025 A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025 Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025 A Distributional Perspective on Word Learning in Neural Language Models NAACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 Aligning ASR Evaluation with Human and LLM Judgments: Intelligibility Metrics Using Phonetic, Semantic, and NLI Approaches Interspeech 2025 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025