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Natural Language Inference

918 directly classified papers

Papers per year

Papers

To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Can predicate-argument relationships be extracted from UD trees? EMNLP 2021
Blindness to Modality Helps Entailment Graph Mining EMNLP 2021
Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI EMNLP 2021
Well-Defined Morphology is Sentence-Level Morphology EMNLP 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021
IRM—when it works and when it doesn't: A test case of natural language inference NIPS 2021
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction EMNLP 2021
SICK-NL: A Dataset for Dutch Natural Language Inference EACL 2021
Language Models for Lexical Inference in Context EACL 2021
Elastic weight consolidation for better bias inoculation EACL 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs EMNLP 2021
Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021
IndoNLI: A Natural Language Inference Dataset for Indonesian EMNLP 2021
Knowledge-Guided Paraphrase Identification EMNLP 2021
Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021