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natural language inference

1,192 papers

NLI

Papers

EuroGEST: Investigating gender stereotypes in multilingual language models EMNLP 2025 Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025 Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild IJCAI 2025 Explainable Hallucination through Natural Language Inference Mapping ACL 2025 ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025 Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025 Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025 From Disagreement to Understanding: The Case for Ambiguity Detection in NLI EMNLP 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 Grounding Fallacies Misrepresenting Scientific Publications in Evidence NAACL 2025 HalluTree: Explainable Multi-Hop Hallucination Detection for Abstractive Summarization EMNLP 2025 HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection SemEval 2025 Herald: A Natural Language Annotated Lean 4 Dataset ICLR 2025 Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents SemEval 2025 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025 Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ACL 2025 Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025 IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025 JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025 LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025