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Multi-Task Learning

Papers archive 2025-07-28

archive papers tagged: 3,687 · with a code link: 1,306 · where Syntology ran a sample: 260 (217 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (260 of 3,687 tagged: 217 with a run with no instrument failure, 43 where every run was a failure of Syntology's instrument)

Page 31 of 37: papers 3,001 to 3,100 of 3,687, 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.

• Multiple Face Analyses through Adversarial Learning
  18 Nov 2019 0 repositories listed
• Bootstrapping NLU Models with Multi-task Learning
  15 Nov 2019 0 repositories listed
• Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging
  12 Nov 2019 0 repositories listed
• DialogAct2Vec: Towards End-to-End Dialogue Agent by Multi-Task Representation Learning
  11 Nov 2019 0 repositories listed
• Graph Representation Learning via Multi-task Knowledge Distillation
  11 Nov 2019 0 repositories listed
• Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression
  10 Nov 2019 0 repositories listed
• MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models
  9 Nov 2019 0 repositories listed
• Speaker Adaptation for Attention-Based End-to-End Speech Recognition
  9 Nov 2019 0 repositories listed
• Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media
  2 Nov 2019 0 repositories listed
• A Multi-Task Learning Framework for Extracting Bacteria Biotope Information
  1 Nov 2019 0 repositories listed
• Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning
  1 Nov 2019 0 repositories listed
• CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding
  1 Nov 2019 0 repositories listed
• Deconstructing Supertagging into Multi-Task Sequence Prediction
  1 Nov 2019 0 repositories listed
• DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature
  1 Nov 2019 0 repositories listed
• Generalizing Question Answering System with Pre-trained Language Model Fine-tuning
  1 Nov 2019 0 repositories listed
• Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning
  1 Nov 2019 0 repositories listed
• Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing
  1 Nov 2019 0 repositories listed
• Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
  1 Nov 2019 0 repositories listed
• Multi-Task Modeling of Phonographic Languages: Translating Middle Egyptian Hieroglyphs
  1 Nov 2019 0 repositories listed
• Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text
  1 Nov 2019 0 repositories listed
• Neural Multi-Task Learning for Stance Prediction
  1 Nov 2019 0 repositories listed
• Reevaluating Argument Component Extraction in Low Resource Settings
  1 Nov 2019 0 repositories listed
• SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing
  1 Nov 2019 0 repositories listed
• SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT
  1 Nov 2019 0 repositories listed
• Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction
  1 Nov 2019 0 repositories listed
• Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning
  1 Nov 2019 0 repositories listed
• TUPA at MRP 2019: A Multi-Task Baseline System
  1 Nov 2019 0 repositories listed
• DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect
  31 Oct 2019 0 repositories listed
• LIMIT-BERT : Linguistic Informed Multi-Task BERT
  31 Oct 2019 0 repositories listed
• Comprehensive Video Understanding: Video summarization with content-based video recommender design
  30 Oct 2019 0 repositories listed
• Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph
  29 Oct 2019 0 repositories listed
• Weakly Supervised Multi-Task Learning for Cell Detection and Segmentation
  27 Oct 2019 0 repositories listed
• FineText: Text Classification via Attention-based Language Model Fine-tuning
  25 Oct 2019 0 repositories listed
• Stem-driven Language Models for Morphologically Rich Languages
  25 Oct 2019 0 repositories listed
• Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed
  24 Oct 2019 0 repositories listed
• Deep generative model-driven multimodal prostate segmentation in radiotherapy
  23 Oct 2019 0 repositories listed
• Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning
  16 Oct 2019 0 repositories listed
• Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis
  16 Oct 2019 0 repositories listed
• Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction
  15 Oct 2019 0 repositories listed
• SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction
  11 Oct 2019 0 repositories listed
• Flexible Multi-task Networks by Learning Parameter Allocation
  10 Oct 2019 0 repositories listed
• The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion
  4 Oct 2019 0 repositories listed
• Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing
  3 Oct 2019 0 repositories listed
• Learning to Jointly Generate and Separate Reflections
  1 Oct 2019 0 repositories listed
• Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning
  30 Sep 2019 0 repositories listed
• GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue
  26 Sep 2019 0 repositories listed
• A multi-task U-net for segmentation with lazy labels
  25 Sep 2019 0 repositories listed
• Adversarial Inductive Transfer Learning with input and output space adaptation
  25 Sep 2019 0 repositories listed
• Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
  25 Sep 2019 0 repositories listed
• Gumbel-Matrix Routing for Flexible Multi-task Learning
  25 Sep 2019 0 repositories listed
• Learning to Transfer via Modelling Multi-level Task Dependency
  25 Sep 2019 0 repositories listed
• Mint: Matrix-Interleaving for Multi-Task Learning
  25 Sep 2019 0 repositories listed
• Multi-Dimensional Explanation of Target Variables from Documents
  25 Sep 2019 0 repositories listed
• Multi-Dimensional Explanation of Reviews
  25 Sep 2019 0 repositories listed
• Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head
  25 Sep 2019 0 repositories listed
• Task-Based Top-Down Modulation Network for Multi-Task-Learning Applications
  25 Sep 2019 0 repositories listed
• Temporal Probabilistic Asymmetric Multi-task Learning
  25 Sep 2019 0 repositories listed
• Handwritten Amharic Character Recognition Using a Convolutional Neural Network
  23 Sep 2019 0 repositories listed
• Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection
  21 Sep 2019 0 repositories listed
• Exploring Reciprocal Attention for Salient Object Detection by Cooperative Learning
  18 Sep 2019 0 repositories listed
• Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant
  18 Sep 2019 0 repositories listed
• Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity
  18 Sep 2019 0 repositories listed
• Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation
  17 Sep 2019 0 repositories listed
• Multi-Task Learning for Automotive Foggy Scene Understanding via Domain Adaptation to an Illumination-Invariant Representation
  17 Sep 2019 0 repositories listed
• Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning
  17 Sep 2019 0 repositories listed
• A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning
  16 Sep 2019 0 repositories listed
• Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture
  14 Sep 2019 0 repositories listed
• Adaptive Scheduling for Multi-Task Learning
  13 Sep 2019 0 repositories listed
• Deep Elastic Networks with Model Selection for Multi-Task Learning
  11 Sep 2019 0 repositories listed
• Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators
  11 Sep 2019 0 repositories listed
• Multitask Classification and Segmentation for Cancer Diagnosis in Mammography
  11 Sep 2019 0 repositories listed
• Differentiable Mask for Pruning Convolutional and Recurrent Networks
  10 Sep 2019 0 repositories listed
• Auxiliary Learning for Deep Multi-task Learning
  5 Sep 2019 0 repositories listed
• Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection
  4 Sep 2019 0 repositories listed
• Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?
  1 Sep 2019 0 repositories listed
• Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies
  1 Sep 2019 0 repositories listed
• Text-Based Joint Prediction of Numeric and Categorical Attributes of Entities in Knowledge Bases
  1 Sep 2019 0 repositories listed
• Multi-Task Learning with Language Modeling for Question Generation
  30 Aug 2019 0 repositories listed
• DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images
  29 Aug 2019 0 repositories listed
• Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks
  29 Aug 2019 0 repositories listed
• Transfer Learning from Partial Annotations for Whole Brain Segmentation
  28 Aug 2019 0 repositories listed
• Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks
  27 Aug 2019 0 repositories listed
• Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels
  26 Aug 2019 0 repositories listed
• Dedge-AGMNet:an effective stereo matching network optimized by depth edge auxiliary task
  25 Aug 2019 0 repositories listed
• Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction
  23 Aug 2019 0 repositories listed
• MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation
  23 Aug 2019 0 repositories listed
• Mobility-aware Content Preference Learning in Decentralized Caching Networks
  22 Aug 2019 0 repositories listed
• It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction
  19 Aug 2019 0 repositories listed
• TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
  18 Aug 2019 0 repositories listed
• Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing
  16 Aug 2019 0 repositories listed
• Transductive Auxiliary Task Self-Training for Neural Multi-Task Models
  16 Aug 2019 0 repositories listed
• To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation
  15 Aug 2019 0 repositories listed
• Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning
  13 Aug 2019 0 repositories listed
• Feature Partitioning for Efficient Multi-Task Architectures
  12 Aug 2019 0 repositories listed
• Semi-Supervised Multi-Task Learning With Chest X-Ray Images
  10 Aug 2019 0 repositories listed
• Exploiting Cross-Lingual Speaker and Phonetic Diversity for Unsupervised Subword Modeling
  9 Aug 2019 0 repositories listed
• Approaching SMM4H with Merged Models and Multi-task Learning
  1 Aug 2019 0 repositories listed
• Dependency Parsing as Sequence Labeling with Head-Based Encoding and Multi-Task Learning
  1 Aug 2019 0 repositories listed
• DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering
  1 Aug 2019 0 repositories listed
• Neural and FST-based approaches to grammatical error correction
  1 Aug 2019 0 repositories listed