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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021
A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021
Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021
Machine Translation of Low-Resource Indo-European Languages EMNLP 2021
Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021
Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task EMNLP 2021
Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly EMNLP 2021
Multi-task Learning in Argument Mining for Persuasive Online Discussions EMNLP 2021
Co-Teaching Student-Model through Submission Results of Shared Task EMNLP 2021
LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes NAACL 2021
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation NAACL 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
MultiOpEd: A Corpus of Multi-Perspective News Editorials NAACL 2021
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021
Towards Sentiment and Emotion aided Multi-modal Speech Act Classification in Twitter NAACL 2021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning NIPS 2021
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021
Factoring Statutory Reasoning as Language Understanding Challenges ACL 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021