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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction IJCAI 2021
Matchings with Group Fairness Constraints: Online and Offline Algorithms IJCAI 2021
Federated Continual Learning with Weighted Inter-client Transfer ICML 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Revisiting Peng’s Q($λ$) for Modern Reinforcement Learning ICML 2021
Improving Predictors via Combination Across Diverse Task Categories ICML 2021
Prioritized Level Replay ICML 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense ACL 2021
CL-MoNoise: Cross-lingual Lexical Normalization EMNLP 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021
Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021
Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021
Machine Translation of Low-Resource Indo-European Languages EMNLP 2021
Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021
Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation ACL 2021
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly EMNLP 2021