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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

New Datasets for Automatic Detection of Textual Entailment and of Contradictions between Sentences in French COLING 2024
Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs COLING 2024
To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation COLING 2024
Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues COLING 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024
Can We Identify Stance without Target Arguments? A Study for Rumour Stance Classification COLING 2024
Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels COLING 2024
Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024
How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024
AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024
Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024
SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable Adjectives COLING 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
VariErr NLI: Separating Annotation Error from Human Label Variation ACL 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024
SI-NLI: A Slovene Natural Language Inference Dataset and Its Evaluation COLING 2024
Who Said What: Formalization and Benchmarks for the Task of Quote Attribution COLING 2024
Leveraging Entailment Judgements in Cross-Lingual Summarisation ACL 2024
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SEMEVAL 2024