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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

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