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Text Representation

2246 directly classified papers

Papers per year

Papers

The Non-native Speaker Aspect: Indian English in Social Media EMNLP 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020
Will it Unblend? EMNLP 2020
Do sentence embeddings capture discourse properties of sentences from Scientific Abstracts ? 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
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention EMNLP 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Hypernym Detection Using Strict Partial Order Networks AAAI 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