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Natural Language Inference

177 directly classified papers

Papers per year

Papers

“No, They Did Not”: Dialogue Response Dynamics in Pre-trained Language Models COLING 2022
ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition COLING 2022
To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims EMNLP 2022
Improving negation detection with negation-focused pre-training NAACL 2022
Answer Consolidation: Formulation and Benchmarking NAACL 2022
Imagination-Augmented Natural Language Understanding NAACL 2022
XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference ACL 2022
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
MPII: Multi-Level Mutual Promotion for Inference and Interpretation ACL 2022
To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding INTERSPEECH 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
Flexible Generation of Natural Language Deductions EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Semantic Answer Similarity for Evaluating Question Answering Models EMNLP 2021
Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts AAAI 2021
LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021