Semantic Analysis

Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition ACL 2020 Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020 Argumentation Mining on Essays at Multi Scales COLING 2020 A Semantics-based Approach to Disclosure Classification in User-Generated Online Content EMNLP 2020 Aspect-Based Argument Mining COLING 2020 Assessing Phrasal Representation and Composition in Transformers EMNLP 2020 Assessing Polyseme Sense Similarity through Co-predication Acceptability and Contextualised Embedding Distance COLING 2020 A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation EMNLP 2020 Attention is Not Only a Weight: Analyzing Transformers with Vector Norms EMNLP 2020 A Two-Step Approach for Implicit Event Argument Detection ACL 2020 Being neighbourly: Neural metaphor identification in discourse ACL 2020 BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020 Beyond Possession Existence: Duration and Co-Possession ACL 2020 Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language Models EMNLP 2020 BMEAUT at SemEval-2020 Task 2: Lexical Entailment with Semantic Graphs SemEval 2020 Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information ACL 2020 Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach COLING 2020 BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity SemEval 2020 Building Korean Abstract Meaning Representation Corpus COLING 2020 BUT-FIT at SemEval-2020 Task 5: Automatic Detection of Counterfactual Statements with Deep Pre-trained Language Representation Models SemEval 2020 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT EMNLP 2020 CitiusNLP at SemEval-2020 Task 3: Comparing Two Approaches for Word Vector Contextualization SemEval 2020 CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling EMNLP 2020 Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020