Papers
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings
Pierre Daix-Moreux, Matthias Gallé
Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference
Rajarshi Das, Ameya Godbole, Manzil Zaheer et al.
Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions
Jennifer D’Souza, Isaiah Onando Mulang’, Sören Auer
Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation
Yew Ken Chia, Sam Witteveen, Martin Andrews
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration
Peter Jansen, Dmitry Ustalov
Layerwise Relevance Visualization in Convolutional Text Graph Classifiers
Robert Schwarzenberg, Marc Hübner, David Harbecke et al.
Essentia: Mining Domain-specific Paraphrases with Word-Alignment Graphs
Danni Ma, Chen Chen, Behzad Golshan et al.
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks
Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel et al.
Using Graphs for Word Embedding with Enhanced Semantic Relations
Matan Zuckerman, Mark Last
Neural Speech Translation using Lattice Transformations and Graph Networks
Daniel Beck, Trevor Cohn, Gholamreza Haffari
Scalable graph-based method for individual named entity identification
Sammy Khalife, Michalis Vazirgiannis
Relation Prediction for Unseen-Entities Using Entity-Word Graphs
Yuki Tagawa, Motoki Taniguchi, Yasuhide Miura et al.
Transfer in Deep Reinforcement Learning Using Knowledge Graphs
Prithviraj Ammanabrolu, Mark Riedl
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13)
Dmitry Ustalov, Swapna Somasundaran, Peter Jansen et al.
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection
Giovanni Da San Martino, Alberto Barrón-Cedeño, Preslav Nakov
Synthetic Propaganda Embeddings To Train A Linear Projection
Adam Ek, Mehdi Ghanimifard
Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model
George-Alexandru Vlad, Mircea-Adrian Tanase, Cristian Onose et al.
NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning
Kartik Aggarwal, Anubhav Sadana
Pretrained Ensemble Learning for Fine-Grained Propaganda Detection
Ali Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data
Harish Tayyar Madabushi, Elena Kochkina, Michael Castelle
Detection of Propaganda Using Logistic Regression
Jinfen Li, Zhihao Ye, Lu Xiao
JUSTDeep at NLP4IF 2019 Task 1: Propaganda Detection using Ensemble Deep Learning Models
Hani Al-Omari, Malak Abdullah, Ola AlTiti et al.
On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso