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multi-task learning

2575 papers

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Also known as

MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023
Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023
OneFormer: One Transformer To Rule Universal Image Segmentation CVPR 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports SEMEVAL 2023
A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023
Why Is the Winner the Best? CVPR 2023
An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction EMNLP 2023
Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023
Gap Minimization for Knowledge Sharing and Transfer JMLR 2023
MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. SEMEVAL 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions SEMEVAL 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism SEMEVAL 2023
Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract) AAAI 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system SEMEVAL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023
Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? SEMEVAL 2023
PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023
MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis AAAI 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023