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Text Representation

2246 directly classified papers

Papers per year

Papers

Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs EMNLP 2019
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings IJCNLP 2019
HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation IJCNLP 2019
Noisy Parallel Corpus Filtering through Projected Word Embeddings ACL 2019
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings ACL 2019
Leveraging Pre-Trained Embeddings for Welsh Taggers ACL 2019
Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition ACL 2019
An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection ACL 2019
Learning Bilingual Word Embeddings Using Lexical Definitions ACL 2019
Semantic Change in the Language of UK Parliamentary Debates ACL 2019
Times Are Changing: Investigating the Pace of Language Change in Diachronic Word Embeddings ACL 2019
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 ACL 2019
Measuring Bias in Contextualized Word Representations ACL 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings ACL 2019
Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019
Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam ACL 2019
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL 2019
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity ACL 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019
DisSent: Learning Sentence Representations from Explicit Discourse Relations ACL 2019
Multilingual Factor Analysis ACL 2019
LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories ACL 2019
Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019
Global Textual Relation Embedding for Relational Understanding ACL 2019