multi-task learning

2556 papers

Explore in graph

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

A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023

GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields CORL 2023

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023

Compressing Cross-Lingual Multi-Task Models at Qualtrics AAAI 2023

MOSLight: A Lightweight Data-Efficient System for Non-Intrusive Speech Quality Assessment INTERSPEECH 2023

Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023

Introducing Self-Supervised Phonetic Information for Text-Independent Speaker Verification INTERSPEECH 2023

LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification SEMEVAL 2023

Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023

Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023

MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets INTERSPEECH 2023

Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023

Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning ICML 2023

Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal ICML 2023

Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023

Unified Demonstration Retriever for In-Context Learning ACL 2023

CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions ACL 2023

SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? ACL 2023

VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023

Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023

Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023

MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. ACL 2023

Planning-Oriented Autonomous Driving CVPR 2023

Language Adaptive Weight Generation for Multi-Task Visual Grounding CVPR 2023