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

Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction SEMEVAL 2021

Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021

Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021

Topic-Guided Abstractive Multi-Document Summarization EMNLP 2021

Spurious Correlations in Cross-Topic Argument Mining ACL 2021

Federated Continual Learning with Weighted Inter-client Transfer ICML 2021

LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021

Large-Scale Meta-Learning with Continual Trajectory Shifting ICML 2021

Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021

Improving Predictors via Combination Across Diverse Task Categories ICML 2021

Temporally Correlated Task Scheduling for Sequence Learning ICML 2021

BanditMTL: Bandit-based Multi-task Learning for Text Classification ACL 2021

Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021

Semi-Supervised Exaggeration Detection of Health Science Press Releases EMNLP 2021

KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021

Morphological Segmentation for Seneca NAACL 2021

LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes NAACL 2021

Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation NAACL 2021

MultiOpEd: A Corpus of Multi-Perspective News Editorials NAACL 2021

CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems NAACL 2021

Bridging Resolution: Making Sense of the State of the Art NAACL 2021

Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention AAAI 2021

UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021

Multi Task Learning based Framework for Multimodal Classification NAACL 2021

On Unifying Misinformation Detection NAACL 2021