Semantics

Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ACL 2021 FrameNet-like Annotation of Olfactory Information in Texts EMNLP 2021 Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence AAAI 2021 Implicit Representations of Meaning in Neural Language Models ACL 2021 Intensionalizing Abstract Meaning Representations: Non-Veridicality and Scope EMNLP 2021 Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021 Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021 Probing Pre-trained Language Models for Semantic Attributes and their Values EMNLP 2021 Representing Implicit Positive Meaning of Negated Statements in AMR EMNLP 2021 The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing ACL 2021 UniteD-SRL: A Unified Dataset for Span- and Dependency-Based Multilingual and Cross-Lingual Semantic Role Labeling EMNLP 2021 Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020 Assessing Phrasal Representation and Composition in Transformers EMNLP 2020 Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020 Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL 2020 Examining the rhetorical capacities of neural language models EMNLP 2020 KLearn: Background Knowledge Inference from Summarization Data EMNLP 2020 Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020 (Re)construing Meaning in NLP ACL 2020 Temporal Common Sense Acquisition with Minimal Supervision ACL 2020 Towards Grounding of Formulae EMNLP 2020 Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition ACL 2020 Verbal Multiword Expressions for Identification of Metaphor ACL 2020 What are the Goals of Distributional Semantics? ACL 2020