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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding ACL 2023
Understanding and Bridging the Modality Gap for Speech Translation ACL 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023
CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
Universal Information Extraction as Unified Semantic Matching AAAI 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023
MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL AAAI 2023
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023
Robust Temporal Smoothness in Multi-Task Learning AAAI 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion EMNLP 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023
Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023
MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023
Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ACL 2023
T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023