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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Antarlekhaka: A Comprehensive Tool for Multi-task Natural Language Annotation EMNLP 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports SEMEVAL 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Closed Boundary Learning for Classification Tasks with the Universum Class EMNLP 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 2023
Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting EMNLP 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions ACL 2023
Natural Disaster Tweets Classification Using Multimodal Data EMNLP 2023
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference EMNLP 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition EMNLP 2023
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check EMNLP 2023
Improving generalization in large langue model by learning prefix subspaces EMNLP 2023
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023
Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023
Dynamic Open-book Prompt for Conversational Recommender System EMNLP 2023