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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 24 of 37: papers 2,301 to 2,400 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.

• Self-Supervision and Multi-Task Learning: Challenges in Fine-Grained COVID-19 Multi-Class Classification from Chest X-rays
  16 Jan 2022 0 repositories listed
• Database Search Results Disambiguation for Task-Oriented Dialog Systems
  16 Jan 2022 0 repositories listed
• DEEP: DEnoising Entity Pre-training for Neural Machine Translation
  16 Jan 2022 0 repositories listed
• Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
  16 Jan 2022 0 repositories listed
• HCL-MTC Hierarchical Contrastive Learning for Multi-label Text Classification
  16 Jan 2022 0 repositories listed
• In-BoXBART: Get Instructions into Biomedical Multi-task Learning
  16 Jan 2022 0 repositories listed
• In Situ Answer Sentence Selection at Web-scale
  16 Jan 2022 0 repositories listed
• Let the Model Decide its Curriculum for Multitask Learning
  16 Jan 2022 0 repositories listed
• MetaICL: Learning to Learn In Context
  16 Jan 2022 0 repositories listed
• Robust Scatterer Number Density Segmentation of Ultrasound Images
  16 Jan 2022 0 repositories listed
• Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  16 Jan 2022 0 repositories listed
• ViL-Sum: Enhancing Vision and Language Representations via Multi-task Learning for Multi-modal Summarization
  16 Jan 2022 0 repositories listed
• XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction
  16 Jan 2022 0 repositories listed
• A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition
  15 Jan 2022 0 repositories listed
• Multi-View representation learning in Multi-Task Scene
  15 Jan 2022 0 repositories listed
• A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies
  14 Jan 2022 0 repositories listed
• Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection
  10 Jan 2022 0 repositories listed
• Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic
  9 Jan 2022 0 repositories listed
• Learning Multi-Tasks with Inconsistent Labels by using Auxiliary Big Task
  7 Jan 2022 0 repositories listed
• Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling
  6 Jan 2022 0 repositories listed
• Over-the-Air Federated Multi-Task Learning Over MIMO Multiple Access Channels
  27 Dec 2021 0 repositories listed
• Database Search Results Disambiguation for Task-Oriented Dialog Systems
  15 Dec 2021 0 repositories listed
• Findings on Conversation Disentanglement
  10 Dec 2021 0 repositories listed
• Sequence-level self-learning with multiple hypotheses
  10 Dec 2021 0 repositories listed
• New Tight Relaxations of Rank Minimization for Multi-Task Learning
  9 Dec 2021 0 repositories listed
• CoMPS: Continual Meta Policy Search
  8 Dec 2021 0 repositories listed
• Multi-Task Learning on Networks
  7 Dec 2021 0 repositories listed
• MatMat: Matrix Factorization by Matrix Fitting
  6 Dec 2021 0 repositories listed
• Multilingual Text Classification for Dravidian Languages
  3 Dec 2021 0 repositories listed
• Geometry-aware Two-scale PIFu Representation for Human Reconstruction
  3 Dec 2021 0 repositories listed
• Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors
  2 Dec 2021 0 repositories listed
• argmax centroid
  1 Dec 2021 0 repositories listed
• Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation
  1 Dec 2021 0 repositories listed
• Forecasting battery capacity and power degradation with multi-task learning
  29 Nov 2021 0 repositories listed
• Harnessing expressive capacity of Machine Learning modeling to represent complex coupling of Earth's auroral space weather regimes
  29 Nov 2021 0 repositories listed
• Sharing to learn and learning to share; Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review
  23 Nov 2021 0 repositories listed
• Myope Models -- Are face presentation attack detection models short-sighted?
  22 Nov 2021 0 repositories listed
• Geometry-Aware Multi-Task Learning for Binaural Audio Generation from Video
  21 Nov 2021 0 repositories listed
• Deep Safe Multi-Task Learning
  20 Nov 2021 0 repositories listed
• UFO: A UniFied TransfOrmer for Vision-Language Representation Learning
  19 Nov 2021 0 repositories listed
• A Multi-task Event and Argument Trigger Detection in Hindi using POS Tagging as an Auxiliary Task
  16 Nov 2021 0 repositories listed
• Adversarial multi-task learning to solve holistic semantic polishing problem of Chinese text
  16 Nov 2021 0 repositories listed
• All Birds with One Stone: Multi-task Learning for Inference with One Forward Pass
  16 Nov 2021 0 repositories listed
• All in One: A Multi-Task Learning for Emoji, Sentiment and Emotion Analysis in Code-Mixed Text
  16 Nov 2021 0 repositories listed
• CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis
  16 Nov 2021 0 repositories listed
• Cross-domain Named Entity Recognition via Graph Matching
  16 Nov 2021 0 repositories listed
• Exploiting Dialogue Act for Knowledge Selection and Response Generation
  16 Nov 2021 0 repositories listed
• Improving Syntactic Parsing with Consistency Learning
  16 Nov 2021 0 repositories listed
• On-Demand Unlabeled Personalized Federated Learning
  16 Nov 2021 0 repositories listed
• LordBERT: Embedding Long Text by Segment Ordering with BERT
  16 Nov 2021 0 repositories listed
• One General Teacher for Multi-Data Multi-Task: A New Knowledge Distillation Framework for Discourse Relation Analysis
  16 Nov 2021 0 repositories listed
• Towards Unified Prompt Tuning for Few-shot Learning
  16 Nov 2021 0 repositories listed
• Unified Speech-Text Pre-training for Speech Translation and Recognition
  16 Nov 2021 0 repositories listed
• Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue
  16 Nov 2021 0 repositories listed
• XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction
  16 Nov 2021 0 repositories listed
• Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning
  16 Nov 2021 0 repositories listed
• Improving Prosody for Unseen Texts in Speech Synthesis by Utilizing Linguistic Information and Noisy Data
  15 Nov 2021 0 repositories listed
• DEEP: DEnoising Entity Pre-training for Neural Machine Translation
  14 Nov 2021 0 repositories listed
• Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking
  11 Nov 2021 0 repositories listed
• Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning
  11 Nov 2021 0 repositories listed
• Multi-Task Neural Processes
  10 Nov 2021 0 repositories listed
• Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning
  4 Nov 2021 0 repositories listed
• Multi-task Learning of Order-Consistent Causal Graphs
  3 Nov 2021 0 repositories listed
• Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise
  3 Nov 2021 0 repositories listed
• BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning
  1 Nov 2021 0 repositories listed
• Come hither or go away? Recognising pre-electoral coalition signals in the news
  1 Nov 2021 0 repositories listed
• Cross-lingual Sentence Embedding using Multi-Task Learning
  1 Nov 2021 0 repositories listed
• GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction
  1 Nov 2021 0 repositories listed
• Jump-Starting Item Parameters for Adaptive Language Tests
  1 Nov 2021 0 repositories listed
• Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations
  1 Nov 2021 0 repositories listed
• KOAS: Korean Text Offensiveness Analysis System
  1 Nov 2021 0 repositories listed
• Multi-task Learning in Argument Mining for Persuasive Online Discussions
  1 Nov 2021 0 repositories listed
• Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event
  1 Nov 2021 0 repositories listed
• Netmarble AI Center’s WMT21 Automatic Post-Editing Shared Task Submission
  1 Nov 2021 0 repositories listed
• Papago’s Submission for the WMT21 Quality Estimation Shared Task
  1 Nov 2021 0 repositories listed
• PCA-based Multi Task Learning: a Random Matrix Approach
  1 Nov 2021 0 repositories listed
• Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction
  1 Nov 2021 0 repositories listed
• Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text
  1 Nov 2021 0 repositories listed
• Multi-Task Learning based Convolutional Models with Curriculum Learning for the Anisotropic Reynolds Stress Tensor in Turbulent Duct Flow
  30 Oct 2021 0 repositories listed
• Aligned Multi-Task Gaussian Process
  29 Oct 2021 0 repositories listed
• Multi-Task and Multi-Modal Learning for RGB Dynamic Gesture Recognition
  29 Oct 2021 0 repositories listed
• Scalable Unidirectional Pareto Optimality for Multi-Task Learning with Constraints
  28 Oct 2021 0 repositories listed
• A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization
  27 Oct 2021 0 repositories listed
• How to transfer algorithmic reasoning knowledge to learn new algorithms?
  26 Oct 2021 0 repositories listed
• Multi-Faceted Hierarchical Multi-Task Learning for a Large Number of Tasks with Multi-dimensional Relations
  26 Oct 2021 0 repositories listed
• Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories
  23 Oct 2021 0 repositories listed
• Topic-Guided Abstractive Multi-Document Summarization
  21 Oct 2021 0 repositories listed
• Knowledge distillation from language model to acoustic model: a hierarchical multi-task learning approach
  20 Oct 2021 0 repositories listed
• Simpler Does It: Generating Semantic Labels with Objectness Guidance
  20 Oct 2021 0 repositories listed
• Importance Estimation from Multiple Perspectives for Keyphrase Extraction
  19 Oct 2021 0 repositories listed
• A Bayesian approach to multi-task learning with network lasso
  18 Oct 2021 0 repositories listed
• Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning
  18 Oct 2021 0 repositories listed
• Pareto Navigation Gradient Descent: a First-Order Algorithm for Optimization in Pareto Set
  17 Oct 2021 0 repositories listed
• BotsTalk: Machine-Sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets
  16 Oct 2021 0 repositories listed
• Collaborative Multi-Task Representation for Natural Language Understanding
  16 Oct 2021 0 repositories listed
• On Generating Identifiable Virtual Faces
  15 Oct 2021 0 repositories listed
• Tricks for Training Sparse Translation Models
  15 Oct 2021 0 repositories listed
• Semi-supervised Multi-task Learning for Semantics and Depth
  14 Oct 2021 0 repositories listed
• Joint Learning On The Hierarchy Representation for Fine-Grained Human Action Recognition
  12 Oct 2021 0 repositories listed
• Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems
  11 Oct 2021 0 repositories listed