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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

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
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach INTERSPEECH 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems NAACL 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions NAACL 2022
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking INTERSPEECH 2022
MetaICL: Learning to Learn In Context NAACL 2022
Deep Segment Model for Acoustic Scene Classification INTERSPEECH 2022
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022
Conformer Space Neural Architecture Search for Multi-Task Audio Separation INTERSPEECH 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022