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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

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media NAACL 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025
HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection ACL 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation ACL 2025
Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization NAACL 2025
A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? ACL 2025
Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025
Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025
Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025
Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
Do Language Models Have Semantics? On the Five Standard Positions ACL 2025
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025
Minimal Evidence Group Identification for Claim Verification NAACL 2025