Multi-task Learning of Pairwise Sequence Classification Tasks Over
Disparate Label Spaces

Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces

27 February 2018

Isabelle Augenstein

Sebastian Ruder

Anders Søgaard

Papers citing "Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces"

18 / 18 papers shown

Title
Multi-task Learning for Personal Health Mention Detection on Social Media O. Aduragba Jialin Yu Alexandra I. Cristea 24 0 0 09 Dec 2022
Incorporating Emotions into Health Mention Classification Task on Social Media O. Aduragba Jialin Yu Alexandra I. Cristea 30 1 0 09 Dec 2022
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 30 58 0 13 Sep 2021
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces Srinagesh Sharma Guoqing Zheng Ahmed Hassan Awadallah 27 1 0 09 Sep 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 30 172 0 14 Jun 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 35 72 0 15 Apr 2021
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 28 20 0 02 Oct 2020
Stance Detection Benchmark: How Robust Is Your Stance Detection? Benjamin Schiller Johannes Daxenberger Iryna Gurevych 19 95 0 06 Jan 2020
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 27 174 0 23 Sep 2019
Enriching BERT with Knowledge Graph Embeddings for Document Classification Malte Ostendorff Peter Bourgonje Maria Berger J. Moreno-Schneider Georg Rehm Bela Gipp 22 80 0 18 Sep 2019
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 24 283 0 29 Aug 2019
Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing Jianquan Li Xiaokang Liu Wenpeng Yin Min Yang Liqun Ma Yaohong Jin AIMat 30 13 0 16 Aug 2019
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 24 173 0 13 Jul 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 16 36 0 18 Jun 2019
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 22 233 0 14 Nov 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 27 79 0 16 Jun 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 17 171 0 25 Apr 2018
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 184 525 0 27 Jun 2012