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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

Analyzing Multi-Task Learning for Abstractive Text Summarization EMNLP 2022
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP 2022
LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction COLING 2022
Multi-Perspective Document Revision COLING 2022
Edinburgh at SemEval-2022 Task 1: Jointly Fishing for Word Embeddings and Definitions NAACL 2022
How to Parse a Creole: When Martinican Creole Meets French COLING 2022
Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition INTERSPEECH 2022
Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022
Automatic Identification of 5C Vaccine Behaviour on Social Media COLING 2022
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022
A Flexible Multi-Task Model for BERT Serving ACL 2022
Deep Segment Model for Acoustic Scene Classification INTERSPEECH 2022
Sharing Decoders: Network Fission for Multi-Task Pixel Prediction WACV 2022
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
MTGLS: Multi-Task Gaze Estimation With Limited Supervision WACV 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022