Multi-Task Learning

A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022 ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022 Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING 2022 A Unified Accent Estimation Method Based on Multi-Task Learning for Japanese Text-to-Speech Interspeech 2022 A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022 Automated Chinese Essay Scoring from Multiple Traits COLING 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022 Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022 Auxiliary tasks to boost Biaffine Semantic Dependency Parsing ACL 2022 Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation NAACL 2022 Better Quality Estimation for Low Resource Corpus Mining ACL 2022 Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022 Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking ACL 2022 Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022 Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions ACL 2022 Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022 Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022 CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL 2022 Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework SemEval 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022