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Embedding Learning

3,753 papers

Papers per year

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Papers

SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling EMNLP 2020
Learning Numeral Embedding EMNLP 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference EMNLP 2020
Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation EMNLP 2020
Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation EMNLP 2020
Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020
Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations EMNLP 2020
It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020
Exploring Neural Entity Representations for Semantic Information EMNLP 2020
Discovering the Compositional Structure of Vector Representations with Role Learning Networks EMNLP 2020
Evaluating Word Embeddings for Language Acquisition EMNLP 2020
Analyzing Neural Discourse Coherence Models EMNLP 2020
Enriching Word Embeddings with Temporal and Spatial Information EMNLP 2020
When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships EMNLP 2020
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment EMNLP 2020
Modelling Lexical Ambiguity with Density Matrices EMNLP 2020
Representation Learning for Type-Driven Composition EMNLP 2020
Analogies minus analogy test: measuring regularities in word embeddings EMNLP 2020
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models EMNLP 2020