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Text Representation

2246 directly classified papers

Papers per year

Papers

Deconstructing word embedding algorithms EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Hypernym Detection Using Strict Partial Order Networks AAAI 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces AAAI 2020
Modelling Semantic Categories Using Conceptual Neighborhood AAAI 2020
Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation AAAI 2020
Modelling Form-Meaning Systematicity with Linguistic and Visual Features AAAI 2020
Knowledge-Graph Augmented Word Representations for Named Entity Recognition AAAI 2020
On the Hierarchical Information in a Single Contextualised Word Representation (Student Abstract) AAAI 2020
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020
Causally Denoise Word Embeddings Using Half-Sibling Regression AAAI 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base AAAI 2020
Improved Learning of Word Embeddings with Word Definitions and Semantic Injection INTERSPEECH 2020
A Cross-Task Analysis of Text Span Representations ACL 2020
Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract) IJCAI 2020
TextAttack: Lessons learned in designing Python frameworks for NLP EMNLP 2020
Diachronic Embeddings for People in the News EMNLP 2020
On Building an Interpretable Topic Modeling Approach for the Urdu Language IJCAI 2020
Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020