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Semantics

122 directly classified papers

Papers per year

Papers

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