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Natural Language Inference

680 directly classified papers

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Papers

Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction NAACL 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence NAACL 2021
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference NAACL 2021
Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization NAACL 2021
KPQA: A Metric for Generative Question Answering Using Keyphrase Weights NAACL 2021
SentSim: Crosslingual Semantic Evaluation of Machine Translation NAACL 2021
Are we there yet? Exploring clinical domain knowledge of BERT models NAACL 2021
ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI NAACL 2021
Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL 2021
Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021
Assessing the Sufficiency of Arguments through Conclusion Generation EMNLP 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics ICML 2021
Step-Wise Hierarchical Alignment Network for Image-Text Matching IJCAI 2021
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric AAAI 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ACL 2021
Exploiting Definitions for Frame Identification EACL 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 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
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? EACL 2021