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Representation Learning

Papers archive 2025-07-28

archive papers tagged: 10,580 · with a code link: 4,662 · where Syntology ran a sample: 1,439 (1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,439 of 10,580 tagged: 1,228 with a run with no instrument failure, 211 where every run was a failure of Syntology's instrument)

Page 105 of 106: papers 10,401 to 10,500 of 10,580, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Semantic Noise Modeling for Better Representation Learning
  4 Nov 2016 0 repositories listed
• Attention-based LSTM Network for Cross-Lingual Sentiment Classification
  1 Nov 2016 0 repositories listed
• Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics
  1 Nov 2016 0 repositories listed
• Deep Neural Networks with Massive Learned Knowledge
  1 Nov 2016 0 repositories listed
• DialPort: A General Framework for Aggregating Dialog Systems
  1 Nov 2016 0 repositories listed
• NLP and Online Health Reports: What do we say and what do we mean?
  1 Nov 2016 0 repositories listed
• Representation Learning Models for Entity Search
  28 Oct 2016 0 repositories listed
• Towards a continuous modeling of natural language domains
  28 Oct 2016 0 repositories listed
• Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept Embeddings
  26 Oct 2016 0 repositories listed
• Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation
  14 Oct 2016 0 repositories listed
• Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
  13 Oct 2016 0 repositories listed
• A General Framework for Content-enhanced Network Representation Learning
  10 Oct 2016 0 repositories listed
• A Survey of Multi-View Representation Learning
  3 Oct 2016 0 repositories listed
• 基於深層類神經網路及表示學習技術之文件可讀性分類(Classification of Text Readability Based on Deep Neural Network and Representation Learning Techniques)[In Chinese]
  1 Oct 2016 0 repositories listed
• ICE: Information Credibility Evaluation on Social Media via Representation Learning
  29 Sep 2016 0 repositories listed
• Effective Combination of Language and Vision Through Model Composition and the R-CCA Method
  28 Sep 2016 0 repositories listed
• Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs
  22 Sep 2016 0 repositories listed
• Structured Dropout for Weak Label and Multi-Instance Learning and Its Application to Score-Informed Source Separation
  15 Sep 2016 0 repositories listed
• Generating Videos with Scene Dynamics
  8 Sep 2016 0 repositories listed
• Making a Case for Learning Motion Representations with Phase
  6 Sep 2016 0 repositories listed
• Visualizing and Understanding Sum-Product Networks
  29 Aug 2016 0 repositories listed
• Learning Dynamic Hierarchical Models for Anytime Scene Labeling
  11 Aug 2016 0 repositories listed
• Multi-task Domain Adaptation for Sequence Tagging
  9 Aug 2016 0 repositories listed
• Towards Representation Learning with Tractable Probabilistic Models
  8 Aug 2016 0 repositories listed
• HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment
  6 Aug 2016 0 repositories listed
• A Two-stage Approach for Extending Event Detection to New Types via Neural Networks
  1 Aug 2016 0 repositories listed
• A Vector Model for Type-Theoretical Semantics
  1 Aug 2016 0 repositories listed
• Adjusting Word Embeddings with Semantic Intensity Orders
  1 Aug 2016 0 repositories listed
• An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network
  1 Aug 2016 0 repositories listed
• Assisting Discussion Forum Users using Deep Recurrent Neural Networks
  1 Aug 2016 0 repositories listed
• Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
  1 Aug 2016 0 repositories listed
• Decomposing Bilexical Dependencies into Semantic and Syntactic Vectors
  1 Aug 2016 0 repositories listed
• Defining Words with Words: Beyond the Distributional Hypothesis
  1 Aug 2016 0 repositories listed
• Improved Representation Learning for Question Answer Matching
  1 Aug 2016 0 repositories listed
• Learning Monolingual Compositional Representations via Bilingual Supervision
  1 Aug 2016 0 repositories listed
• Learning Semantic Relatedness in Community Question Answering Using Neural Models
  1 Aug 2016 0 repositories listed
• Learning Text Pair Similarity with Context-sensitive Autoencoders
  1 Aug 2016 0 repositories listed
• Multiplicative Representations for Unsupervised Semantic Role Induction
  1 Aug 2016 0 repositories listed
• Pair Distance Distribution: A Model of Semantic Representation
  1 Aug 2016 0 repositories listed
• Parameterized context windows in Random Indexing
  1 Aug 2016 0 repositories listed
• Proceedings of the 1st Workshop on Representation Learning for NLP
  1 Aug 2016 0 repositories listed
• RBPB: Regularization-Based Pattern Balancing Method for Event Extraction
  1 Aug 2016 0 repositories listed
• Scalable Semi-Supervised Query Classification Using Matrix Sketching
  1 Aug 2016 0 repositories listed
• Sparsifying Word Representations for Deep Unordered Sentence Modeling
  1 Aug 2016 0 repositories listed
• Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next
  1 Aug 2016 0 repositories listed
• Towards Generalizable Sentence Embeddings
  1 Aug 2016 0 repositories listed
• Using Embedding Masks for Word Categorization
  1 Aug 2016 0 repositories listed
• Why ``Blow Out''? A Structural Analysis of the Movie Dialog Dataset
  1 Aug 2016 0 repositories listed
• Local- and Holistic- Structure Preserving Image Super Resolution via Deep Joint Component Learning
  25 Jul 2016 0 repositories listed
• Novel Word Embedding and Translation-based Language Modeling for Extractive Speech Summarization
  22 Jul 2016 0 repositories listed
• A Comprehensive Survey on Cross-modal Retrieval
  21 Jul 2016 0 repositories listed
• Sequential Cost-Sensitive Feature Acquisition
  13 Jul 2016 0 repositories listed
• Log-Linear RNNs: Towards Recurrent Neural Networks with Flexible Prior Knowledge
  8 Jul 2016 0 repositories listed
• A Distributed Deep Representation Learning Model for Big Image Data Classification
  2 Jul 2016 0 repositories listed
• Clustering-Based Relational Unsupervised Representation Learning with an Explicit Distributed Representation
  28 Jun 2016 0 repositories listed
• Theory reconstruction: a representation learning view on predicate invention
  28 Jun 2016 0 repositories listed
• Lifted Rule Injection for Relation Embeddings
  27 Jun 2016 0 repositories listed
• Neural Belief Tracker: Data-Driven Dialogue State Tracking
  12 Jun 2016 0 repositories listed
• A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization
  1 Jun 2016 0 repositories listed
• Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection
  1 Jun 2016 0 repositories listed
• Learning Deep Representation for Imbalanced Classification
  1 Jun 2016 0 repositories listed
• Making Dependency Labeling Simple, Fast and Accurate
  1 Jun 2016 0 repositories listed
• MDL-CW: A Multimodal Deep Learning Framework With Cross Weights
  1 Jun 2016 0 repositories listed
• Multilingual Multimodal Language Processing Using Neural Networks
  1 Jun 2016 0 repositories listed
• The UMD CLPsych 2016 Shared Task System: Text Representation for Predicting Triage of Forum Posts about Mental Health
  1 Jun 2016 0 repositories listed
• Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations
  1 Jun 2016 0 repositories listed
• UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation
  1 Jun 2016 0 repositories listed
• UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports
  1 Jun 2016 0 repositories listed
• Inter-Battery Topic Representation Learning
  19 May 2016 0 repositories listed
• Cross-Domain Visual Matching via Generalized Similarity Measure and Feature Learning
  13 May 2016 0 repositories listed
• Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
  12 May 2016 0 repositories listed
• Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
  12 May 2016 0 repositories listed
• Semi-Supervised Representation Learning based on Probabilistic Labeling
  10 May 2016 0 repositories listed
• A Bayesian Approach to Policy Recognition and State Representation Learning
  4 May 2016 0 repositories listed
• Why and How to Pay Different Attention to Phrase Alignments of Different Intensities
  23 Apr 2016 0 repositories listed
• Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data
  21 Apr 2016 0 repositories listed
• DARI: Distance metric And Representation Integration for Person Verification
  15 Apr 2016 0 repositories listed
• The Curious Robot: Learning Visual Representations via Physical Interactions
  5 Apr 2016 0 repositories listed
• A latent-observed dissimilarity measure
  30 Mar 2016 0 repositories listed
• Recursive Neural Language Architecture for Tag Prediction
  24 Mar 2016 0 repositories listed
• Action-Affect Classification and Morphing using Multi-Task Representation Learning
  21 Mar 2016 0 repositories listed
• Stack-propagation: Improved Representation Learning for Syntax
  21 Mar 2016 0 repositories listed
• A Representation Learning Framework for Multi-Source Transfer Parsing
  5 Mar 2016 0 repositories listed
• Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning
  2 Mar 2016 0 repositories listed
• Semi-supervised Clustering for Short Text via Deep Representation Learning
  22 Feb 2016 0 repositories listed
• Disentangled Representations in Neural Models
  7 Feb 2016 0 repositories listed
• Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware
  16 Jan 2016 0 repositories listed
• Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks
  29 Dec 2015 0 repositories listed
• Predicting the Co-Evolution of Event and Knowledge Graphs
  21 Dec 2015 0 repositories listed
• On Deep Representation Learning from Noisy Web Images
  15 Dec 2015 0 repositories listed
• Window-Object Relationship Guided Representation Learning for Generic Object Detections
  9 Dec 2015 0 repositories listed
• Deep Neural Decision Forests
  1 Dec 2015 0 repositories listed
• 節錄式語音文件摘要使用表示法學習技術 (Extractive Spoken Document Summarization with Representation Learning Techniques) [In Chinese]
  1 Dec 2015 0 repositories listed
• Semi-Supervised Zero-Shot Classification With Label Representation Learning
  1 Dec 2015 0 repositories listed
• Category Enhanced Word Embedding
  27 Nov 2015 0 repositories listed
• Learning with Memory Embeddings
  25 Nov 2015 0 repositories listed
• The Variational Gaussian Process
  20 Nov 2015 0 repositories listed
• Learning Representations Using Complex-Valued Nets
  19 Nov 2015 0 repositories listed
• Multimodal sparse representation learning and applications
  19 Nov 2015 0 repositories listed
• Learning Discriminative Representations for Semantic Cross Media Retrieval
  18 Nov 2015 0 repositories listed