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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach INTERSPEECH 2022
Improving Policy Optimization with Generalist-Specialist Learning ICML 2022
Tricks for Training Sparse Translation Models NAACL 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions ACL 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation NAACL 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022
Constrained Multi-Task Learning for Bridging Resolution ACL 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide Notes IJCAI 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models NAACL 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022