multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding ACL 2024

Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation ACL 2024

Stars Are All You Need: A Distantly Supervised Pyramid Network for Unified Sentiment Analysis EACL 2024

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024

Interplay of Machine Translation, Diacritics, and Diacritization NAACL 2024

Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NIPS 2024

DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024

UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024

Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024

GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching NIPS 2024

MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis MIDL 2023

Weakly supervised hierarchical multi-task classification of customer questions ACL 2023

What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ACL 2023

Towards Generative Event Factuality Prediction ACL 2023

Task-aware Retrieval with Instructions ACL 2023

MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition INTERSPEECH 2023

MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023

AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023

Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports ACL 2023

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023

$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023

PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023

On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023

Few Shot Rationale Generation using Self-Training with Dual Teachers ACL 2023