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Representation Learning

20,822 papers

Papers per year

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2011
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Papers

Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020
Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings EMNLP 2020
Information retrieval for animal disease surveillance: a pattern-based approach. EMNLP 2020
An efficient representation of chronological events in medical texts EMNLP 2020
COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020
Explaining the Trump Gap in Social Distancing Using COVID Discourse EMNLP 2020
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
A Comprehensive Dictionary and Term Variation Analysis for COVID-19 and SARS-CoV-2 EMNLP 2020
Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings EMNLP 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020
Foreigner-directed speech is simpler than native-directed: Evidence from social media EMNLP 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings EMNLP 2020
Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020
WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020
Slice-Aware Neural Ranking EMNLP 2020
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020
Improved Local Citation Recommendation Based on Context Enhanced with Global Information EMNLP 2020
Multi-task Peer-Review Score Prediction EMNLP 2020
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020
Dimsum @LaySumm 20 EMNLP 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020