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Multi-Task Learning

973 papers

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Papers

PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning EMNLP 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance EMNLP 2022
Consecutive Question Generation via Dynamic Multitask Learning EMNLP 2022
Where’s the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit EMNLP 2022
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC EMNLP 2022
Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022
Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022
Joint Coreference Resolution for Zeros and non-Zeros in Arabic EMNLP 2022
SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm EMNLP 2022
Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022
Pythoneers at WANLP 2022 Shared Task: Monolingual AraBERT for Arabic Propaganda Detection and Span Extraction EMNLP 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022
Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022
KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022
NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task EMNLP 2022
Papago’s Submission to the WMT22 Quality Estimation Shared Task EMNLP 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task EMNLP 2022
LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022
Samsung Research Philippines - Datasaur AI’s Submission for the WMT22 Large Scale Multilingual Translation Task EMNLP 2022
End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment INTERSPEECH 2022
SAQAM: Spatial Audio Quality Assessment Metric INTERSPEECH 2022
End-to-end Speech-to-Punctuated-Text Recognition INTERSPEECH 2022