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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

A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context NAACL 2022
Active Learning for Multiple Target Models 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
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings 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
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 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
Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022