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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

Improving Policy Optimization with Generalist-Specialist Learning ICML 2022
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022
A data-driven approach for learning to control computers ICML 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment AAAI 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting AAAI 2022
Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints AAAI 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
Extending RNN-T-based speech recognition systems with emotion and language classification INTERSPEECH 2022
Multi-Type Urban Crime Prediction AAAI 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022
Semi-Supervised Multi-Task Learning for Semantics and Depth WACV 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NIPS 2022
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning INTERSPEECH 2022
Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation INTERSPEECH 2022
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework INTERSPEECH 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network INTERSPEECH 2022
HLDC: Hindi Legal Documents Corpus ACL 2022