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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

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
Toward Building a Language Model for Understanding Temporal Commonsense AACL 2022
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks NAACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes ICML 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Active Multi-Task Representation Learning ICML 2022
Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis INTERSPEECH 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
Generative Modeling for Multi-task Visual Learning ICML 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings INTERSPEECH 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022
A Unified Model for Reverse Dictionary and Definition Modelling IJCNLP 2022
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets IJCNLP 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction IJCNLP 2022
Towards Weakly-Supervised Text Spotting Using a Multi-Task Transformer CVPR 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
KESA: A Knowledge Enhanced Approach To Sentiment Analysis IJCNLP 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022
Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection CVPR 2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022