Multi-Task Learning

CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022 DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition ACL 2022 DCAN: Improving Temporal Action Detection via Dual Context Aggregation AAAI 2022 Deformable Part Region Learning for Object Detection AAAI 2022 Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 Interspeech 2022 Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022 Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NeurIPS 2022 Dual Task Learning by Leveraging Both Dense Correspondence and Mis-Correspondence for Robust Change Detection With Imperfect Matches CVPR 2022 Dynamic Sparse R-CNN CVPR 2022 Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NeurIPS 2022 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion ACL 2022 Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022 End-to-End Dependency Parsing of Spoken French Interspeech 2022 End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment Interspeech 2022 End-to-end Speech-to-Punctuated-Text Recognition Interspeech 2022 Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022 Entity-centered Cross-document Relation Extraction EMNLP 2022 Exploring Dual-Task Correlation for Pose Guided Person Image Generation CVPR 2022 Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance EMNLP 2022 EyePAD++: A Distillation-Based Approach for Joint Eye Authentication and Presentation Attack Detection Using Periocular Images CVPR 2022 Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout ACL 2022 Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP 2022 HLDC: Hindi Legal Documents Corpus ACL 2022 Human Instance Matting via Mutual Guidance and Multi-Instance Refinement CVPR 2022