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Text Representation

2,258 papers

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Papers

Word Rotator’s Distance EMNLP 2020
Pareto Probing: Trading Off Accuracy for Complexity EMNLP 2020
Are All Good Word Vector Spaces Isomorphic? EMNLP 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
Compositional Demographic Word Embeddings EMNLP 2020
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020
Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Modeling the Music Genre Perception across Language-Bound Cultures EMNLP 2020
IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
The importance of fillers for text representations of speech transcripts EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020