| MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs | Dec 10, 2021 | Multi-Task LearningRumour Detection | CodeCode Available | 0 | 5 |
| Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction | Sep 9, 2022 | Emotion-Cause Pair ExtractionMulti-Task Learning | CodeCode Available | 0 | 5 |
| A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling | Jul 1, 2018 | Abstractive Text SummarizationMachine Translation | CodeCode Available | 0 | 5 |
| Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning | Sep 21, 2016 | DecoderMulti-Task Learning | CodeCode Available | 0 | 5 |
| Joint Acne Image Grading and Counting via Label Distribution Learning | Oct 1, 2019 | Acne Severity GradingMedical Image Classification | CodeCode Available | 0 | 5 |
| AudioLog: LLMs-Powered Long Audio Logging with Hybrid Token-Semantic Contrastive Learning | Nov 21, 2023 | Acoustic Scene ClassificationAudio captioning | CodeCode Available | 0 | 5 |
| Achievement-Based Training Progress Balancing for Multi-Task Learning | Jan 1, 2023 | Depth EstimationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Attentive Task Interaction Network for Multi-Task Learning | Jan 25, 2022 | DecoderKnowledge Distillation | CodeCode Available | 0 | 5 |
| A Modulation Module for Multi-task Learning with Applications in Image Retrieval | Jul 17, 2018 | Image RetrievalMulti-Task Learning | CodeCode Available | 0 | 5 |
| Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework | Jan 31, 2019 | DecoderIris Segmentation | CodeCode Available | 0 | 5 |
| Intrinsically Motivated Open-Ended Multi-Task Learning Using Transfer Learning to Discover Task Hierarchy | Feb 19, 2021 | Active LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Attentive History Selection for Conversational Question Answering | Aug 26, 2019 | Conversational Question AnsweringConversational Search | CodeCode Available | 0 | 5 |
| High-order Joint Constituency and Dependency Parsing | Sep 21, 2023 | Dependency ParsingMulti-Task Learning | CodeCode Available | 0 | 5 |
| Interpetable Target-Feature Aggregation for Multi-Task Learning based on Bias-Variance Analysis | Jun 12, 2024 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection | Dec 16, 2019 | Multi-Task Learning | CodeCode Available | 0 | 5 |
| Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning | Oct 16, 2023 | Multi-Task LearningTransfer Learning | CodeCode Available | 0 | 5 |
| Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? | Mar 6, 2020 | Dependency ParsingFeature Engineering | CodeCode Available | 0 | 5 |
| A Method for Discovering Novel Classes in Tabular Data | Sep 2, 2022 | Multi-Task LearningNovel Class Discovery | CodeCode Available | 0 | 5 |
| Multi-task Learning for Influence Estimation and Maximization | Apr 18, 2019 | Multi-Task LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Instruction Tuned Models are Quick Learners | May 17, 2023 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome | Aug 7, 2018 | Missing ValuesMulti-Task Learning | CodeCode Available | 0 | 5 |
| Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection | Oct 5, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech | Mar 29, 2019 | Emotion RecognitionMulti-Task Learning | CodeCode Available | 0 | 5 |
| How Infinitely Wide Neural Networks Can Benefit from Multi-task Learning -- an Exact Macroscopic Characterization | Dec 31, 2021 | Gaussian ProcessesL2 Regularization | CodeCode Available | 0 | 5 |
| It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers | Apr 25, 2022 | Multi-Task LearningRelation | CodeCode Available | 0 | 5 |
| A Deep Convolutional Neural Networks Based Multi-Task Ensemble Model for Aspect and Polarity Classification in Persian Reviews | Jan 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search | Feb 22, 2021 | Metric LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation | Mar 20, 2025 | Multi-Task Learning | CodeCode Available | 0 | 5 |
| Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning | Aug 1, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 0 | 5 |
| A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection | May 27, 2023 | Multi-Task Learning | CodeCode Available | 0 | 5 |
| Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task Learning | Jan 28, 2020 | DecoderGoal-Oriented Dialog | CodeCode Available | 0 | 5 |
| A Tree-Structured Multi-Task Model Recommender | Mar 10, 2022 | modelMulti-Task Learning | CodeCode Available | 0 | 5 |
| Improving Sentiment Analysis with Multi-task Learning of Negation | Jun 18, 2019 | Multi-Task LearningNegation | CodeCode Available | 0 | 5 |
| Accurate Word Alignment Induction from Neural Machine Translation | Apr 30, 2020 | DecoderMachine Translation | CodeCode Available | 0 | 5 |
| A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities | Nov 18, 2022 | Computational EfficiencyHumanitarian | CodeCode Available | 0 | 5 |
| Improving Robustness of Neural Machine Translation with Multi-task Learning | Aug 1, 2019 | Machine TranslationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization | Sep 20, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data | Mar 1, 2019 | DenoisingGrammatical Error Correction | CodeCode Available | 0 | 5 |
| Découvrir de nouvelles classes dans des données tabulaires | Nov 28, 2022 | Multi-Task LearningNovel Class Discovery | CodeCode Available | 0 | 5 |
| Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario | Jan 7, 2021 | Multi-Task LearningSpeaker Identification | CodeCode Available | 0 | 5 |
| Improving End-to-End Text Image Translation From the Auxiliary Text Translation Task | Oct 8, 2022 | Multi-Task LearningTranslation | CodeCode Available | 0 | 5 |
| Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity | Sep 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings | Sep 14, 2022 | FormMulti-Task Learning | CodeCode Available | 0 | 5 |
| Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant | Mar 30, 2018 | Multi-Task LearningNatural Language Understanding | CodeCode Available | 0 | 5 |
| DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification | May 29, 2025 | DiagnosticMulti-Task Learning | CodeCode Available | 0 | 5 |
| Improving Neural Story Generation by Targeted Common Sense Grounding | Aug 26, 2019 | Common Sense ReasoningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Deep CNN-based Multi-task Learning for Open-Set Recognition | Mar 7, 2019 | DecoderGeneral Classification | CodeCode Available | 0 | 5 |
| DCID: Deep Canonical Information Decomposition | Jun 27, 2023 | Information RetrievalMulti-Task Learning | CodeCode Available | 0 | 5 |
| Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks | Apr 12, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks | Oct 9, 2022 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
