Multi-Task Learning

WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction EACL 2021 Weakly Supervised Representation Learning With Coarse Labels ICCV 2021 Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech Interspeech 2021 What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021 When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework CVPR 2021 When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions EMNLP 2021 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks Using Switching Tokens Interspeech 2021 ZJU’s IWSLT 2021 Speech Translation System ACL 2021 12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020 A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction ACL 2020 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support EMNLP 2020 A convex optimization formulation for multivariate regression NeurIPS 2020 Adapting Stable Matchings to Evolving Preferences AAAI 2020 Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020 Adaptive Adversarial Multi-task Representation Learning ICML 2020 Adaptive Neural Speech Enhancement with a Denoising Variational Autoencoder Interspeech 2020 A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020 A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation EMNLP 2020 A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations COLING 2020 Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020 All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on Memes AACL 2020 All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection Interspeech 2020 A Multi-Task Learning Approach to Sarcasm Detection (Student Abstract) AAAI 2020 A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection CVPR 2020 An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020