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Text Representation

2246 directly classified papers

Papers per year

Papers

Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Acquiring language from speech by learning to remember and predict CONLL 2020
Modeling the Music Genre Perception across Language-Bound Cultures EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Representation Learning for Type-Driven Composition CONLL 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
Understanding the Source of Semantic Regularities in Word Embeddings CONLL 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information CONLL 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Learning Numeral Embedding EMNLP 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation CONLL 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
UNT Linguistics at SemEval-2020 Task 12: Linear SVC with Pre-trained Word Embeddings as Document Vectors and Targeted Linguistic Features COLING 2020
Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020
A survey of embedding models of entities and relationships for knowledge graph completion COLING 2020
UAIC1860 at SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles COLING 2020
TextLearner at SemEval-2020 Task 10: A Contextualized Ranking System in Solving Emphasis Selection in Text COLING 2020
Zyy1510 Team at SemEval-2020 Task 9: Sentiment Analysis for Code-Mixed Social Media Text with Sub-word Level Representations COLING 2020
Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity COLING 2020
Evaluating Bias In Dutch Word Embeddings COLING 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020