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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

Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity EMNLP 2020
Explainable Clinical Decision Support from Text EMNLP 2020
TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling EMNLP 2020
Joint Intent Detection and Entity Linking on Spatial Domain Queries EMNLP 2020
Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning INTERSPEECH 2020
Mixture Dense Regression for Object Detection and Human Pose Estimation CVPR 2020
Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020
Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions ACL 2020
Generating Fact Checking Explanations ACL 2020
Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills ACL 2020
Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task ACL 2020
How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020
ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT ACL 2020
Towards Emotion-aided Multi-modal Dialogue Act Classification ACL 2020
Joint Modelling of Emotion and Abusive Language Detection ACL 2020
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL 2020
Robust Learning Through Cross-Task Consistency CVPR 2020
Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ACL 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020
Structural Information Preserving for Graph-to-Text Generation ACL 2020
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020