natural language inference

1278 papers

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Also known as

XNLI SNLI MNLI NLI BERT NLI OR NULL NER NLU

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

Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026

Distill and Align Decomposition for Enhanced Claim Verification EACL 2026

Large Language Models Put to the Test on Chinese Noun Compounds: Experiments on Natural Language Inference and Compound Semantics EACL 2026

A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026

"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026

Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026

The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026

Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026

Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026

Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study AAAI 2026

A Position Paper on Toxic Reasoning: Grounding Categories of Toxic Language in Implications and Attitudes EACL 2026

One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026

When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026

Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025

MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025

MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 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

On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025

Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025

From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025

Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025

Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025

CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025