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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023
A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023
IOL Research’s Submission for WMT 2023 Quality Estimation Shared Task EMNLP 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023
SJTU-MTLAB’s Submission to the WMT23 Word-Level Auto Completion Task EMNLP 2023
HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy ACL 2023
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
ScaleDet: A Scalable Multi-Dataset Object Detector CVPR 2023
Easy-to-Hard Learning for Information Extraction ACL 2023
Dialogue State Tracking with Sparse Local Slot Attention ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
Task-aware Retrieval with Instructions ACL 2023
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023
TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts ICCV 2023
Understanding Differential Search Index for Text Retrieval ACL 2023
Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023
Score It All Together: A Multi-Task Learning Study on Automatic Scoring of Argumentative Essays ACL 2023
PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism ACL 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
Towards Generative Event Factuality Prediction ACL 2023
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023
Cross-Domain Argument Quality Estimation ACL 2023
Pay More Attention to Relation Exploration for Knowledge Base Question Answering ACL 2023