A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks

14 November 2018

Papers citing "A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks"

26 / 26 papers shown

Title
Federated Communication-Efficient Multi-Objective Optimization Baris Askin Pranay Sharma Gauri Joshi Carlee Joe-Wong FedML 66 1 0 21 Oct 2024
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks Xiaoping Han Xiatian Zhu Licheng Yu Li Zhang Yi-Zhe Song Tao Xiang VLM 24 38 0 04 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić E. Ponti MoMe OOD 32 73 0 22 Feb 2023
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference Mu Yuan Lan Zhang Zimu Zheng Yi-Nan Zhang Xiang-Yang Li 25 2 0 28 Sep 2022
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution Valentin Barrière M. Claverie 21 4 0 23 Aug 2022
RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL Wei Shi Hanrui Wang Jiaqi Gu Mingjie Liu David Z. Pan Song Han Nan Sun 14 14 0 13 Jul 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu Jinho Choi 22 6 0 04 May 2022
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach Meisin Lee Lay-Ki Soon Eu-Gene Siew 27 0 0 01 May 2022
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Yiding Jiang Bidisha Sharma Maulik C. Madhavi Haizhou Li 36 25 0 05 Aug 2021
Specializing Multilingual Language Models: An Empirical Study Ethan C. Chau Noah A. Smith 27 27 0 16 Jun 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 43 538 0 14 Jun 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets Marco Damonte Emilio Monti AIMat 25 6 0 08 Jun 2021
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines M. Y. Jaradeh Kuldeep Singh M. Stocker A. Both Sören Auer 14 7 0 22 Feb 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 27 18 0 11 Feb 2021
LiteMuL: A Lightweight On-Device Sequence Tagger using Multi-task Learning S. Kumari Vibhav Agarwal B. Challa Kranti Chalamalasetti Sourav Ghosh Harshavardhana Barath Raj Kandur Raja 19 1 0 15 Dec 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 48 609 0 10 Sep 2020
Learning Functions to Study the Benefit of Multitask Learning Gabriele Bettgenhauser Michael A. Hedderich Dietrich Klakow 14 4 0 09 Jun 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 21 817 0 01 May 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 24 72 0 28 Apr 2020
Learning Sparse Sharing Architectures for Multiple Tasks Tianxiang Sun Yunfan Shao Xiaonan Li Pengfei Liu Hang Yan Xipeng Qiu Xuanjing Huang MoE 30 128 0 12 Nov 2019
Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Andrea Vanzo E. Bastianelli Oliver Lemon 13 36 0 02 Oct 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 21 228 0 10 Jul 2019
Improving Sentiment Analysis with Multi-task Learning of Negation Jeremy Barnes Erik Velldal Lilja Øvrelid 16 36 0 18 Jun 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 33 22 0 28 Feb 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018
Reference-Aware Language Models Zichao Yang Phil Blunsom Chris Dyer Wang Ling 221 80 0 05 Nov 2016