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natural language inference

1278 papers

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Also known as

NLI

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context ACL 2025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN ACL 2025
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ACL 2025
Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025
Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews EMNLP 2025
Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs AACL 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
Do Language Models Have Semantics? On the Five Standard Positions ACL 2025
Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025