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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

AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ACL 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022
Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
TINA: Textual Inference with Negation Augmentation EMNLP 2022
Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022
Leveraging Data Recasting to Enhance Tabular Reasoning EMNLP 2022
Natural Language Deduction through Search over Statement Compositions EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022
Disentangling Indirect Answers to Yes-No Questions in Real Conversations NAACL 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations SEMEVAL 2022
Bilingual Tabular Inference: A Case Study on Indic Languages NAACL 2022
Learning to Generate Examples for Semantic Processing Tasks NAACL 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text ACL 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection COLING 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022