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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022
Provable Benefit of Multitask Representation Learning in Reinforcement Learning NIPS 2022
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NIPS 2022
Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022
Active Learning for Multiple Target Models NIPS 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
Online Knowledge Distillation by Temporal-Spatial Boosting WACV 2022
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? IJCNLP 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets IJCNLP 2022
CTIN: Robust Contextual Transformer Network for Inertial Navigation AAAI 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NIPS 2022
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve NIPS 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction IJCNLP 2022
Persona or Context? Towards Building Context adaptive Personalized Persuasive Virtual Sales Assistant IJCNLP 2022
Multi-Task Dynamical Systems JMLR 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
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages IJCNLP 2022
Non-stationary Online Learning with Memory and Non-stochastic Control AISTATS 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022