TextGraphs-2019

13th Workshop on Graph-Based Natural Language Processing

Workshop Program

Monday, November 4, 2019

The workshop will be situated in room AWE 203+204+205, while the poster session will be organized in AWE Hall2A

TextGraphs Session I

9.00-9.10: Opening Remarks
9:15–9:35: Transfer in Deep Reinforcement Learning using Knowledge Graphs
- Prithviraj Ammanabrolu and Mark Riedl
9:35–9:50: Relation Prediction for Unseen-Entities Using Entity-Word Graphs
- Yuki Tagawa, Motoki Taniguchi, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma, Takayuki Yamamoto and Keiichi Nemoto
9:50–10:10: Scalable graph-based method for individual named entity identification
- Sammy Khalife and Michalis Vazirgiannis
10:10–10:25: Neural Speech Translation using Lattice Transformations and Graph Networks
- Daniel Beck, Trevor Cohn and Gholamreza Haffari

10:25–11:00 Coffee Break

TextGraphs Session II

11:00–11:20: Using Graphs for Word Embedding with Enhanced Semantic Relations
- Matan Zuckerman and Mark Last
11:20–11:40: Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks
- Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel and André Freitas
11:40–11:55: Essentia: Mining Domain-specific Paraphrases with Word-Alignment Graphs
- Danni Ma, Chen Chen, Behzad Golshan and Wang-Chiew Tan
11:55–12:10: Layerwise Relevance Visualization in Convolutional Text Graph Classifiers
- Robert Schwarzenberg, Marc Hübner, David Harbecke, Christoph Alt and Leonhard Hennig

12:10–14:00 Lunch Break

TextGraphs Session III

14:00–15:00 Invited Talk: Towards more controllable language generation: knowledge and planning (Invited Talk)
- Minlie Huang
15:00–15:30 TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration
- Peter Jansen and Dmitry Ustalov

15:30–16:00 Coffee Break

Shared Task Poster Session

16:00–17:20: ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking
- Pratyay Banerjee
16:00–17:20: Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation
- Yew Ken Chia, Sam Witteveen and Martin Andrews
16:00–17:20: Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions
- Jennifer D'Souza, Isaiah Onando Mulang' and Sören Auer
16:00–17:20: Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference
- Rajarshi Das, Ameya Godbole, Manzil Zaheer, Shehzaad Dhuliawala and Andrew McCallum

TextGraphs Poster Session

16:00–17:20: Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings
- Pierre Daix-Moreux and Matthias Gallé
16:00–17:20: Evaluating Research Novelty Detection: Counterfactual Approaches
- Reinald Kim Amplayo, Seung-won Hwang and Min Song
16:00–17:20: Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification
- Vaibhav Vaibhav, Raghuram Mandyam and Eduard Hovy
16:00–17:20: Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method
- Qingkai Zeng, Mengxia Yu, Wenhao Yu, JinJun Xiong, Yiyu Shi and Meng Jiang
16:00–17:20: Graph-Based Semi-Supervised Learning for Natural Language Understanding
- Zimeng Qiu, Eunah Cho, Xiaochun Ma and Wlliam Campbell
16:00–17:20: Graph Enhanced Cross-Domain Text-to-SQL Generation
- Siyu Huo, Tengfei Ma, Chen Jie, Maria Chang, Lingfei Wu and Michael Witbrock
16:00–17:20: Reasoning Over Paths via Knowledge Base Completion
- Saatviga Sudhahar, Andrea Pierleoni and Ian Roberts
16:00–17:20: Node Embeddings for Graph Merging: Case of Knowledge Graph Construction
- Ida Szubert
16:00–17:20: DBee: A Database for Creating and Managing Knowledge Graphs and Embeddings
- Viktor Schlegel and Andre Freitas
16:00–17:20: A Simple and Strong Baseline for Scientific Relation Extraction using Constituency-based Text Network
- Ming Jiang and Jana Diesner
17:20–17:30 Closing Remarks

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