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

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

Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021

From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021

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

Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021

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

Morphological Segmentation for Seneca NAACL 2021

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

Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 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

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

Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 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

Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021

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

Multi Task Learning based Framework for Multimodal Classification NAACL 2021

On Unifying Misinformation Detection NAACL 2021

ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021

Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021

A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021

Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors NAACL 2021

Emotion-Infused Models for Explainable Psychological Stress Detection NAACL 2021

Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification NAACL 2021