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Representation Learning

4516 directly classified papers

Papers per year

Papers

Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018
Concatenative Resynthesis with Improved Training Signals for Speech Enhancement INTERSPEECH 2018
Memory Time Span in LSTMs for Multi-Speaker Source Separation INTERSPEECH 2018
Comparative Analysis of Neural QA models on SQuAD ACL 2018
Syntactic Dependency Representations in Neural Relation Classification ACL 2018
Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL 2018
Character-level Supervision for Low-resource POS Tagging ACL 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018
Low-rank passthrough neural networks ACL 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018
Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018
Sentence-State LSTM for Text Representation ACL 2018
Discourse Representation Structure Parsing ACL 2018
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018
Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018
Embedding Learning Through Multilingual Concept Induction ACL 2018
Backpropagating through Structured Argmax using a SPIGOT ACL 2018