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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

Text Classification with Negative Supervision ACL 2020
Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills ACL 2020
Generalizing Natural Language Analysis through Span-relation Representations ACL 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ACL 2020
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ACL 2020
Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts CVPR 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL 2020
Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning CVPR 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning AAAI 2020
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019
Learning to Represent Bilingual Dictionaries CONLL 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning CORL 2019
Efficient Multitask Feature and Relationship Learning UAI 2019
Co-training for Policy Learning UAI 2019
Lifelong Optimization with Low Regret AISTATS 2019
Many Task Learning With Task Routing ICCV 2019
Mitigating Gender and L1 Differences to Improve State and Trait Recognition INTERSPEECH 2019
Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019