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multi-task learning

2575 papers

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MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution AAAI 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022
Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data INTERSPEECH 2022
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 INTERSPEECH 2022
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context NAACL 2022
Extending RNN-T-based speech recognition systems with emotion and language classification INTERSPEECH 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NIPS 2022
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022
In Defense of the Unitary Scalarization for Deep Multi-Task Learning NIPS 2022
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling INTERSPEECH 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
Acoustic-to-articulatory Speech Inversion with Multi-task Learning INTERSPEECH 2022
Tricks for Training Sparse Translation Models NAACL 2022
Variations of multi-task learning for spoken language assessment INTERSPEECH 2022
Improving ASR Robustness in Noisy Condition Through VAD Integration INTERSPEECH 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022
End-to-end Speech-to-Punctuated-Text Recognition INTERSPEECH 2022
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation INTERSPEECH 2022
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022