Multi-Task Learning

Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction ACL 2022 Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL 2022 Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations COLING 2022 Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022 Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022 Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022 Layer-Wised Model Aggregation for Personalized Federated Learning CVPR 2022 Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks AAAI 2022 Learning Cooperative Interactions for Multi-Overlap Aspect Sentiment Triplet Extraction EMNLP 2022 Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022 Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NeurIPS 2022 Learning Long-Term Crop Management Strategies with CyclesGym NeurIPS 2022 Learning Multiple Adverse Weather Removal via Two-Stage Knowledge Learning and Multi-Contrastive Regularization: Toward a Unified Model CVPR 2022 Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022 Learning Natural Language Generation with Truncated Reinforcement Learning NAACL 2022 Learning Options via Compression NeurIPS 2022 Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022 Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models EMNLP 2022 Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ACL 2022 Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022 Listen only to me! How well can target speech extraction handle false alarms? Interspeech 2022 LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022 Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022