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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Emotion Inference in Multi-Turn Conversations with Addressee-Aware Module and Ensemble Strategy EMNLP 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading EMNLP 2021
A Bag of Tricks for Dialogue Summarization EMNLP 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021
Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021
N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021
KOAS: Korean Text Offensiveness Analysis System EMNLP 2021
A Web Scale Entity Extraction System EMNLP 2021
Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021
Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation EMNLP 2021
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021
What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension EMNLP 2021
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021
“Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification? EMNLP 2021
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations EMNLP 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021
Distilling Knowledge for Empathy Detection EMNLP 2021
Multi-task and Multi-corpora Training Strategies to Enhance Argumentative Sentence Linking Performance EMNLP 2021
Multi-task Learning in Argument Mining for Persuasive Online Discussions EMNLP 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Evidence Selection as a Token-Level Prediction Task EMNLP 2021