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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022
Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022
HLDC: Hindi Legal Documents Corpus ACL 2022
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ACL 2022
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout ACL 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022
Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022
PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning EMNLP 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance EMNLP 2022
Consecutive Question Generation via Dynamic Multitask Learning EMNLP 2022
CDGNet: Class Distribution Guided Network for Human Parsing CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022
Human Instance Matting via Mutual Guidance and Multi-Instance Refinement CVPR 2022
EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022
SHARE: a System for Hierarchical Assistive Recipe Editing EMNLP 2022
Controllable Dynamic Multi-Task Architectures CVPR 2022
A Versatile Multi-View Framework for LiDAR-Based 3D Object Detection With Guidance From Panoptic Segmentation CVPR 2022
Dynamic Sparse R-CNN CVPR 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022
Where’s the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit EMNLP 2022
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022