← Understanding
Natural Language Processing › Understanding ›

Semantics

122 directly classified papers

Papers per year

Papers

Reasoning about Ambiguous Definite Descriptions EMNLP 2023
Unpacking Ambiguous Structure: A Dataset for Ambiguous Implicit Discourse Relations for English and Egyptian Arabic ACL 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023
Probing Physical Reasoning with Counter-Commonsense Context ACL 2023
LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023
Unsupervised Paraphrasing of Multiword Expressions ACL 2023
“Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022
Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022
How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022
Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022
Language Models Understand Us, Poorly EMNLP 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022
FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022
On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022
Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022
The King Is Naked: On the Notion of Robustness for Natural Language Processing AAAI 2022
Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022
AbductionRules: Training Transformers to Explain Unexpected Inputs ACL 2022
An Analysis of Negation in Natural Language Understanding Corpora ACL 2022
Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022
Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing ACL 2021