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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023
KWJA: A Unified Japanese Analyzer Based on Foundation Models ACL 2023
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023
Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions CVPR 2023
On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding ACL 2023
Fine-grained Visible Watermark Removal ICCV 2023
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ACL 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system ACL 2023
Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ICCV 2023
Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
Understanding and Bridging the Modality Gap for Speech Translation ACL 2023