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Text Representation

2246 directly classified papers

Papers per year

Papers

Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020
Evaluating Word Embeddings on Low-Resource Languages EMNLP 2020
Explaining the Trump Gap in Social Distancing Using COVID Discourse EMNLP 2020
iobes: Library for Span Level Processing EMNLP 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
A Three-Parameter Rank-Frequency Relation in Natural Languages ACL 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
Metaphor Detection Using Contextual Word Embeddings From Transformers ACL 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Nakdan: Professional Hebrew Diacritizer ACL 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings EMNLP 2020
On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020
The Paradigm Discovery Problem ACL 2020
Compositional Demographic Word Embeddings EMNLP 2020
Intrinsic Probing through Dimension Selection EMNLP 2020