Natural Language Inference

Refining Targeted Syntactic Evaluation of Language Models NAACL 2021 Relation-Guided Pre-Training for Open-Domain Question Answering EMNLP 2021 Semantic Answer Similarity for Evaluating Question Answering Models EMNLP 2021 Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Interspeech 2021 Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021 Semantic Similarity Based Evaluation for Abstractive News Summarization ACL 2021 SentSim: Crosslingual Semantic Evaluation of Machine Translation NAACL 2021 SICK-NL: A Dataset for Dutch Natural Language Inference EACL 2021 SPECTRA: Sparse Structured Text Rationalization EMNLP 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 Table-based Fact Verification With Salience-aware Learning EMNLP 2021 TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021 To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021 UnNatural Language Inference ACL 2021 Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021 Well-Defined Morphology is Sentence-Level Morphology EMNLP 2021 What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021 What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021 What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP EMNLP 2021