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multi-task learning

2575 papers

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Also known as

MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Episodic Multi-Task Learning with Heterogeneous Neural Processes NIPS 2023
Fair and Accurate Decision Making through Group-Aware Learning ICML 2023
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks NIPS 2023
Real-World Image Super-Resolution as Multi-Task Learning NIPS 2023
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations NIPS 2023
ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers NIPS 2023
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective NIPS 2023
Multi-task learning with summary statistics NIPS 2023
Efficient Computation Sharing for Multi-Task Visual Scene Understanding ICCV 2023
Improved Active Multi-Task Representation Learning via Lasso ICML 2023
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning ICML 2023
Joint Learning for Legal Text Retrieval and Textual Entailment: Leveraging the Relationship between Relevancy and Affirmation EMNLP 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach NIPS 2023
Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis NIPS 2023
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer NIPS 2023
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
MetaICL: Learning to Learn In Context NAACL 2022
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions NAACL 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection NAACL 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion NAACL 2022
DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection NAACL 2022
AMS_ADRN at SemEval-2022 Task 5: A Suitable Image-text Multimodal Joint Modeling Method for Multi-task Misogyny Identification NAACL 2022