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

Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives NAACL 2024

Byun at SemEval-2024 Task 6: Text Classification on Hallucinating Text with Simple Data Augmentation NAACL 2024

Exploring Factual Entailment with NLI: A News Media Study NAACL 2024

Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024

Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation NAACL 2024

Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection ACL 2024

Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024

Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024

A Unified Generative Framework for Bilingual Euphemism Detection and Identification ACL 2024

MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024

Influence Scores at Scale for Efficient Language Data Sampling EMNLP 2023

SSNSheerinKavitha at SemEval-2023 Task 7: Semantic Rule Based Label Prediction Using TF-IDF and BM25 Techniques ACL 2023

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023

Generating Better Items for Cognitive Assessments Using Large Language Models ACL 2023

Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data ACL 2023

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023

PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023

lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies ACL 2023

JUST-KM at SemEval-2023 Task 7: Multi-evidence Natural Language Inference using Role-based Double Roberta-Large ACL 2023

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023

IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning ACL 2023

Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses EMNLP 2023

Stubborn Lexical Bias in Data and Models ACL 2023

Multilingual Summarization with Factual Consistency Evaluation ACL 2023

NCUEE-NLP at SemEval-2023 Task 7: Ensemble Biomedical LinkBERT Transformers in Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023