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

RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction ACL 2021

Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021

A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021

Do pretrained transformers infer telicity like humans? EMNLP 2021

FrameNet-like Annotation of Olfactory Information in Texts EMNLP 2021

Do pretrained transformers infer telicity like humans? CONLL 2021

UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations SEMEVAL 2021

Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge IJCNLP 2021

BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables IJCNLP 2021

JCT at SemEval-2021 Task 1: Context-aware Representation for Lexical Complexity Prediction IJCNLP 2021

Language Models for Lexical Inference in Context EACL 2021

Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis IJCNLP 2021

Factoring Statutory Reasoning as Language Understanding Challenges IJCNLP 2021

Unified Dual-view Cognitive Model for Interpretable Claim Verification IJCNLP 2021

The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing ACL 2021

AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding ACL 2021

Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns EACL 2021

Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021

Comparing learnability of two dependency schemes: ‘semantic’ (UD) and ‘syntactic’ (SUD) EMNLP 2021

RepGraph: Visualising and Analysing Meaning Representation Graphs EMNLP 2021

Evaluation of Taxonomy Enrichment on Diachronic WordNet Versions EACL 2021

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings EACL 2021

Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph EACL 2021

SWEAT: Scoring Polarization of Topics across Different Corpora EMNLP 2021

Partisanship and Fear are Associated with Resistance to COVID-19 Directives EACL 2021