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multi-task learning

2575 papers

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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 Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022
Towards Unification of Discourse Annotation Frameworks ACL 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022
AMS_ADRN at SemEval-2022 Task 5: A Suitable Image-text Multimodal Joint Modeling Method for Multi-task Misogyny Identification NAACL 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports NAACL 2022
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022
Detecting Moments of Change and Suicidal Risks in Longitudinal User Texts Using Multi-task Learning NAACL 2022
MetaICL: Learning to Learn In Context NAACL 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
Aligned Multi-Task Gaussian Process AISTATS 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building Better Language Models for Code Understanding AAAI 2022
Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints AAAI 2022
Multi-Type Urban Crime Prediction AAAI 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting AAAI 2022
MAML and ANIL Provably Learn Representations ICML 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment AAAI 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NIPS 2022