← Resources & Methods
Natural Language Processing › Resources & Methods ›

Text Representation

2246 directly classified papers

Papers per year

Papers

Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources ACL 2020
AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss ACL 2020
Reflection-based Word Attribute Transfer ACL 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ACL 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020
Syllable-based Neural Thai Word Segmentation COLING 2020
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020
Contextual Embeddings: When Are They Worth It? ACL 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020
Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020
The Non-native Speaker Aspect: Indian English in Social Media EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020
Will it Unblend? EMNLP 2020
Analogies minus analogy test: measuring regularities in word embeddings EMNLP 2020
Neural-DINF: A Neural Network based Framework for Measuring Document Influence ACL 2020
Do sentence embeddings capture discourse properties of sentences from Scientific Abstracts ? EMNLP 2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data EMNLP 2020