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Natural Language Inference

177 directly classified papers

Papers per year

Papers

Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables ACL 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021
Probing Linguistic Systematicity ACL 2020
Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020
Curriculum Learning for Natural Language Understanding ACL 2020
Probing Neural Dialog Models for Conversational Understanding ACL 2020
Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning EMNLP 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness EMNLP 2020
Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base COLING 2020
On the Robustness of Language Encoders against Grammatical Errors ACL 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL 2020
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations ACL 2020
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling ACL 2020
TaxiNLI: Taking a Ride up the NLU Hill CONLL 2020
Identifying Visible Actions in Lifestyle Vlogs ACL 2019
Ranking of Potential Questions ACL 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019
A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019
Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation ACL 2019