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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018
Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018
Learning Representations for Detecting Abusive Language EMNLP 2018
Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018
Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning NAACL 2018
Personalized neural language models for real-world query auto completion NAACL 2018
Deep Contextualized Word Representations NAACL 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018
Learning Word Meta-Embeddings by Autoencoding COLING 2018
Task-oriented Word Embedding for Text Classification COLING 2018
Information Aggregation via Dynamic Routing for Sequence Encoding COLING 2018
Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking NAACL 2018
Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018
Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification COLING 2018
Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018
Genre Identification and the Compositional Effect of Genre in Literature COLING 2018
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018
Investigating the Working of Text Classifiers COLING 2018
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew COLING 2018
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018
Structured Representation Learning for Online Debate Stance Prediction COLING 2018
Document Representation Learning for Patient History Visualization COLING 2018