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

Subword Mapping and Anchoring across Languages EMNLP 2021

Evidence-based Fact-Checking of Health-related Claims EMNLP 2021

Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021

Counterfactual Adversarial Learning with Representation Interpolation EMNLP 2021

Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021

Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference EACL 2021

Issues with Entailment-based Zero-shot Text Classification ACL 2021

MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021

IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021

HILDIF: Interactive Debugging of NLI Models Using Influence Functions ACL 2021

Learning Event Graph Knowledge for Abductive Reasoning ACL 2021

Re-TACRED: Addressing Shortcomings of the TACRED Dataset AAAI 2021

NOPE: A Corpus of Naturally-Occurring Presuppositions in English CONLL 2021

Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract) AAAI 2021

Continuous Self-Attention Models with Neural ODE Networks AAAI 2021

Discovering Better Model Architectures for Medical Query Understanding NAACL 2021

Elastic weight consolidation for better bias inoculation EACL 2021

Language Models for Lexical Inference in Context EACL 2021

Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks NAACL 2021

SICK-NL: A Dataset for Dutch Natural Language Inference EACL 2021

KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021

Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021

LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification IJCNLP 2021

DefSent: Sentence Embeddings using Definition Sentences IJCNLP 2021

I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ACL 2021