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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

From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025
Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025
SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ACL 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Towards Long Context Hallucination Detection NAACL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection ACL 2025
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines EMNLP 2025
Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction EMNLP 2025
Minimal Evidence Group Identification for Claim Verification NAACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction NAACL 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025