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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

Combinatory Grammar Tells Underlying Relevance among Entities EMNLP 2022
Response Construct Tagging: NLP-Aided Assessment for Engineering Education NAACL 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Improving Policy Optimization with Generalist-Specialist Learning ICML 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ACL 2022
Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022
Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022
What to Learn, and How: Toward Effective Learning from Rationales ACL 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis ACL 2022
Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation NAACL 2022
DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks NAACL 2022
A data-driven approach for learning to control computers ICML 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022