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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

A Multi-task Learning Framework for Opinion Triplet Extraction EMNLP 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation EMNLP 2020
Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP 2020
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems EMNLP 2020
Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning EMNLP 2020
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020
A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis EMNLP 2020
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation EMNLP 2020
Advancing Seq2seq with Joint Paraphrase Learning EMNLP 2020
JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference EMNLP 2020
Embedding Structured Dictionary Entries EMNLP 2020
Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020
Multitask Learning of Negation and Speculation using Transformers EMNLP 2020
Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents EMNLP 2020
HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020
Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020
TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling EMNLP 2020
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets EMNLP 2020
RepPoints v2: Verification Meets Regression for Object Detection NIPS 2020
Unfolding the Alternating Optimization for Blind Super Resolution NIPS 2020
UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object Detection NIPS 2020
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning NIPS 2020