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Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel
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Anders Søgaard
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Paper Details:
Month: April
Year: 2017
Location: Valencia, Spain
Venue:
EACL |
Citations
URL
Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato
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Claudio Delli Bovi
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Roberto Navigli
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Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen
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Qingming Tang
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Karen Livescu
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Kevin Gimpel
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Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning
Sotiris Lamprinidis
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Daniel Hardt
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Dirk Hovy
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Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation
Murhaf Fares
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Stephan Oepen
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Erik Velldal
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Neural Multitask Learning for Simile Recognition
Lizhen Liu
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Xiao Hu
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Wei Song
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Ruiji Fu
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Ting Liu
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Guoping Hu
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Linguistically-Informed Self-Attention for Semantic Role Labeling
Emma Strubell
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Patrick Verga
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Daniel Andor
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David Weiss
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Andrew McCallum
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Imagination Improves Multimodal Translation
Desmond Elliott
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Ákos Kádár
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Exploring the Syntactic Abilities of RNNs with Multi-task Learning
Émile Enguehard
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Yoav Goldberg
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Tal Linzen
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Sequence Classification with Human Attention
Maria Barrett
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Joachim Bingel
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Nora Hollenstein
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Marek Rei
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Anders Søgaard
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Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision
Sandro Pezzelle
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Ionut-Teodor Sorodoc
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Raffaella Bernardi
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Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Isabelle Augenstein
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Sebastian Ruder
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Anders Søgaard
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Multi-Task Learning for Argumentation Mining in Low-Resource Settings
Claudia Schulz
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Steffen Eger
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Johannes Daxenberger
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Tobias Kahse
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Iryna Gurevych
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Multitask Parsing Across Semantic Representations
Daniel Hershcovich
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Omri Abend
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Ari Rappoport
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Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser
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Miguel Ballesteros
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KU-MTL at SemEval-2018 Task 1: Multi-task Identification of Affect in Tweets
Thomas Nyegaard-Signori
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Casper Veistrup Helms
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Johannes Bjerva
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Isabelle Augenstein
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A Multi-task Approach for Named Entity Recognition in Social Media Data
Gustavo Aguilar
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Suraj Maharjan
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Adrian Pastor López-Monroy
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Thamar Solorio
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Using hyperlinks to improve multilingual partial parsers
Anders Søgaard
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Predicting misreadings from gaze in children with reading difficulties
Joachim Bingel
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Maria Barrett
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Sigrid Klerke
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Cross-lingual complex word identification with multitask learning
Joachim Bingel
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Johannes Bjerva
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Multi-task learning for historical text normalization: Size matters
Marcel Bollmann
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Anders Søgaard
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Joachim Bingel
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Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding
Samuel Louvan
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Bernardo Magnini
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No URLs Found
Field Of Study
Task
Tagging
Chunking
Approach
Structured Prediction
Language
English
Dataset
Social Media
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