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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 28 of 37: papers 2,701 to 2,800 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.

• Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions
  1 Dec 2020 0 repositories listed
• Multi-task Learning for Automated Essay Scoring with Sentiment Analysis
  1 Dec 2020 0 repositories listed
• Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention
  1 Dec 2020 0 repositories listed
• Named Entity Recognition in Multi-level Contexts
  1 Dec 2020 0 repositories listed
• NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach
  1 Dec 2020 0 repositories listed
• Syntactic Graph Convolutional Network for Spoken Language Understanding
  1 Dec 2020 0 repositories listed
• Transformer-based Approach for Predicting Chemical Compound Structures
  1 Dec 2020 0 repositories listed
• Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches
  1 Dec 2020 0 repositories listed
• Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation
  1 Dec 2020 0 repositories listed
• Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data
  28 Nov 2020 0 repositories listed
• Distribution Conditional Denoising: A Flexible Discriminative Image Denoiser
  24 Nov 2020 0 repositories listed
• Latent Group Structured Multi-task Learning
  24 Nov 2020 0 repositories listed
• Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights
  23 Nov 2020 0 repositories listed
• Multi-task Language Modeling for Improving Speech Recognition of Rare Words
  23 Nov 2020 0 repositories listed
• Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification
  23 Nov 2020 0 repositories listed
• Distributed Deep Reinforcement Learning: An Overview
  22 Nov 2020 0 repositories listed
• Double Meta-Learning for Data Efficient Policy Optimization in Non-Stationary Environments
  21 Nov 2020 0 repositories listed
• Classification by Attention: Scene Graph Classification with Prior Knowledge
  19 Nov 2020 0 repositories listed
• Logically Consistent Loss for Visual Question Answering
  19 Nov 2020 0 repositories listed
• Unifying Instance and Panoptic Segmentation with Dynamic Rank-1 Convolutions
  19 Nov 2020 0 repositories listed
• Out-of-Task Training for Dialog State Tracking Models
  18 Nov 2020 0 repositories listed
• RSINet: Rotation-Scale Invariant Network for Online Visual Tracking
  18 Nov 2020 0 repositories listed
• A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity
  17 Nov 2020 0 repositories listed
• Multi-task single channel speech enhancement using speech presence probability as a secondary task training target
  15 Nov 2020 0 repositories listed
• Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information
  15 Nov 2020 0 repositories listed
• A Theoretical Perspective on Differentially Private Federated Multi-task Learning
  14 Nov 2020 0 repositories listed
• G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection
  14 Nov 2020 0 repositories listed
• Graph-Based Neural Network Models with Multiple Self-Supervised Auxiliary Tasks
  14 Nov 2020 0 repositories listed
• Fed-Focal Loss for imbalanced data classification in Federated Learning
  12 Nov 2020 0 repositories listed
• Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework
  12 Nov 2020 0 repositories listed
• Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach
  11 Nov 2020 0 repositories listed
• Robust and flexible learning of a high-dimensional classification rule using auxiliary outcomes
  11 Nov 2020 0 repositories listed
• Improving Robotic Grasping on Monocular Images Via Multi-Task Learning and Positional Loss
  5 Nov 2020 0 repositories listed
• Multi-Accent Adaptation based on Gate Mechanism
  5 Nov 2020 0 repositories listed
• Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces
  5 Nov 2020 0 repositories listed
• IDE-Net: Interactive Driving Event and Pattern Extraction from Human Data
  4 Nov 2020 0 repositories listed
• Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information
  2 Nov 2020 0 repositories listed
• Advancing Seq2seq with Joint Paraphrase Learning
  1 Nov 2020 0 repositories listed
• Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition
  1 Nov 2020 0 repositories listed
• Biomedical Event Extraction as Sequence Labeling
  1 Nov 2020 0 repositories listed
• Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations
  1 Nov 2020 0 repositories listed
• Embedding Structured Dictionary Entries
  1 Nov 2020 0 repositories listed
• Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking
  1 Nov 2020 0 repositories listed
• Exploring Logically Dependent Multi-task Learning with Causal Inference
  1 Nov 2020 0 repositories listed
• How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks
  1 Nov 2020 0 repositories listed
• Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering
  1 Nov 2020 0 repositories listed
• Response Selection for Multi-Party Conversations with Dynamic Topic Tracking
  1 Nov 2020 0 repositories listed
• Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text
  1 Nov 2020 0 repositories listed
• TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling
  1 Nov 2020 0 repositories listed
• The NiuTrans System for the WMT20 Quality Estimation Shared Task
  1 Nov 2020 0 repositories listed
• The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks
  1 Nov 2020 0 repositories listed
• Towards Enhancing Faithfulness for Neural Machine Translation
  1 Nov 2020 0 repositories listed
• Translation Quality Estimation by Jointly Learning to Score and Rank
  1 Nov 2020 0 repositories listed
• Measuring and Harnessing Transference in Multi-Task Learning
  29 Oct 2020 0 repositories listed
• PAL : Pretext-based Active Learning
  29 Oct 2020 0 repositories listed
• Finite-Time Convergence Rates of Decentralized Stochastic Approximation with Applications in Multi-Agent and Multi-Task Learning
  28 Oct 2020 0 repositories listed
• Polymer Informatics with Multi-Task Learning
  28 Oct 2020 0 repositories listed
• A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting
  27 Oct 2020 0 repositories listed
• Multi-task Supervised Learning via Cross-learning
  24 Oct 2020 0 repositories listed
• Speech enhancement aided end-to-end multi-task learning for voice activity detection
  23 Oct 2020 0 repositories listed
• MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation
  22 Oct 2020 0 repositories listed
• Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
  22 Oct 2020 0 repositories listed
• A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks
  21 Oct 2020 0 repositories listed
• TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware Dialog
  21 Oct 2020 0 repositories listed
• A Federated Learning Approach to Anomaly Detection in Smart Buildings
  20 Oct 2020 0 repositories listed
• Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation
  16 Oct 2020 0 repositories listed
• Aerodynamic Data Predictions Based on Multi-task Learning
  15 Oct 2020 0 repositories listed
• Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns
  15 Oct 2020 0 repositories listed
• Multi-Task Learning for Cross-Lingual Abstractive Summarization
  15 Oct 2020 0 repositories listed
• Response Selection for Multi-Party Conversations withDynamic Topic Tracking
  15 Oct 2020 0 repositories listed
• Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study
  15 Oct 2020 0 repositories listed
• A Generalized Zero-Shot Framework for Emotion Recognition from Body Gestures
  13 Oct 2020 0 repositories listed
• Controllable Pareto Multi-Task Learning
  13 Oct 2020 0 repositories listed
• Channel Type Recognition in Wireless Communications: A Deep Learning Approach
  12 Oct 2020 0 repositories listed
• Audio-Visual Speech Inpainting with Deep Learning
  9 Oct 2020 0 repositories listed
• Age and Gender Prediction From Face Images Using Attentional Convolutional Network
  8 Oct 2020 0 repositories listed
• Domain Adversarial Neural Networks for Dysarthric Speech Recognition
  7 Oct 2020 0 repositories listed
• Efficient Meta Lifelong-Learning with Limited Memory
  6 Oct 2020 0 repositories listed
• Multi-task Learning for Multilingual Neural Machine Translation
  6 Oct 2020 0 repositories listed
• Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation
  6 Oct 2020 0 repositories listed
• The Effective Methods for Intrusion Detection With Limited Network Attack Data: Multi-Task Learning and Oversampling
  6 Oct 2020 0 repositories listed
• Automatic CAD-RADS Scoring Using Deep Learning
  5 Oct 2020 0 repositories listed
• Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation
  5 Oct 2020 0 repositories listed
• The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings
  5 Oct 2020 0 repositories listed
• A Mixed Learning Objective for Neural Machine Translation
  1 Oct 2020 0 repositories listed
• 基于多任务学习的生成式阅读理解(Generative Reading Comprehension via Multi-task Learning)
  1 Oct 2020 0 repositories listed
• Distance Correlation Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies
  30 Sep 2020 0 repositories listed
• Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning
  30 Sep 2020 0 repositories listed
• Residual acoustic echo suppression based on efficient multi-task convolutional neural network
  29 Sep 2020 0 repositories listed
• TEST_POSITIVE at W-NUT 2020 Shared Task-3: Joint Event Multi-task Learning for Slot Filling in Noisy Text
  29 Sep 2020 0 repositories listed
• Where is the Model Looking At?--Concentrate and Explain the Network Attention
  29 Sep 2020 0 repositories listed
• Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning
  24 Sep 2020 0 repositories listed
• Rank-Based Multi-task Learning for Fair Regression
  23 Sep 2020 0 repositories listed
• Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework
  20 Sep 2020 0 repositories listed
• Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning
  19 Sep 2020 0 repositories listed
• Retrofitting Structure-aware Transformer Language Model for End Tasks
  16 Sep 2020 0 repositories listed
• Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems
  15 Sep 2020 0 repositories listed
• A Unified Approach to Kinship Verification
  12 Sep 2020 0 repositories listed
• Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network
  12 Sep 2020 0 repositories listed
• Learning an Interpretable Graph Structure in Multi-Task Learning
  11 Sep 2020 0 repositories listed