Multi-Task Learning

Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 Interspeech 2022 Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022 Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022 DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022 Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems NeurIPS 2022 DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis Interspeech 2022 Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022 Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method CVPR 2022 Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022 Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022 Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond NeurIPS 2022 DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022 DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022 Dual Task Framework for Improving Persona-Grounded Dialogue Dataset AAAI 2022 DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022 Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NeurIPS 2022 Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts EMNLP 2022 EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022 Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022 Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation NAACL 2022 Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning EMNLP 2022