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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

Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022
On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022
A Unified Framework for Intrinsic Evaluation of Word-Embedding Algorithms IJCAI 2022
Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation COLING 2022
Design Challenges for a Multi-Perspective Search Engine NAACL 2022
EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction NAACL 2022
The Role of Context in Detecting Previously Fact-Checked Claims NAACL 2022
Entailment Semantics Can Be Extracted from an Ideal Language Model EMNLP 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts NAACL 2022
Collateral facilitation in humans and language models EMNLP 2022
Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection EMNLP 2022
Collateral facilitation in humans and language models CONLL 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection SEMEVAL 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SEMEVAL 2022
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models EMNLP 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin EMNLP 2021
SemEval-2021 Task 1: Lexical Complexity Prediction SEMEVAL 2021
Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features SEMEVAL 2021
JCT at SemEval-2021 Task 1: Context-aware Representation for Lexical Complexity Prediction SEMEVAL 2021
ANDI at SemEval-2021 Task 1: Predicting complexity in context using distributional models, behavioural norms, and lexical resources SEMEVAL 2021
News Headline Grouping as a Challenging NLU Task NAACL 2021
Entity-Based Semantic Adequacy for Data-to-Text Generation EMNLP 2021