semantic analysis

785 papers

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SNACS

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large language model (12755) text classification (6776) natural language inference (1278) language model (4573) word embedding (1764) natural language processing (2027) natural language understanding (845) representation learning (6174) word sense disambiguation (320) lexical semantics (325)

Papers

Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023

StFX NLP at SemEval-2023 Task 1: Multimodal Encoding-based Methods for Visual Word Sense Disambiguation ACL 2023

Toward Consistent and Informative Event-Event Temporal Relation Extraction ACL 2023

How Are Idioms Processed Inside Transformer Language Models? ACL 2023

Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023

Detecting and Grounding Important Characters in Visual Stories AAAI 2023

IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions EMNLP 2023

Towards Generation and Recognition of Humorous Texts in Portuguese EACL 2023

Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents EMNLP 2023

PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question Answering EMNLP 2023

Systematic word meta-sense extension EMNLP 2023

Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection EMNLP 2023

Explaining with Contrastive Phrasal Highlighting: A Case Study in Assisting Humans to Detect Translation Differences EMNLP 2023

No clues, good clues: Out of context Lexical Relation Classification ACL 2023

SemEval-2023 Task 4: ValueEval: Identification of Human Values Behind Arguments SEMEVAL 2023

Spoiler Detection as Semantic Text Matching EMNLP 2023

Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks EMNLP 2023

Guiding Computational Stance Detection with Expanded Stance Triangle Framework ACL 2023

Natural Language Decompositions of Implicit Content Enable Better Text Representations EMNLP 2023

Bridging the Gap Between BabelNet and HowNet: Unsupervised Sense Alignment and Sememe Prediction EACL 2023

Towards Fine-Grained Argumentation Strategy Analysis in Persuasive Essays EMNLP 2023

We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic Fit ACL 2023

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models EMNLP 2023

End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar ACL 2023

Dispersing the clouds of doubt: can cosine similarity of word embeddings help identify relation-level metaphors in Slovene? EACL 2023