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Text Representation

2246 directly classified papers

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Papers

Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020
Modeling the Music Genre Perception across Language-Bound Cultures EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
Interpretable Entity Representations through Large-Scale Typing EMNLP 2020
Prediction Focused Topic Models via Feature Selection AISTATS 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations NIPS 2020
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020
Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020
ETC: Encoding Long and Structured Inputs in Transformers EMNLP 2020
Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020
GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
The Non-native Speaker Aspect: Indian English in Social Media EMNLP 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020