Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues

1 March 2021

Nancy F. Chen

Papers citing "Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues"

36 / 36 papers shown

Title
HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue Sunjae Yoon Dahyun Kim Eunseop Yoon Hee Suk Yoon Junyeong Kim C. Yoo 78 6 0 15 Dec 2023
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog Haoyu Zhang Meng Liu Yaowei Wang Da Cao Weili Guan Liqiang Nie 68 0 0 11 Oct 2023
Exploring the Role of Argument Structure in Online Debate Persuasion Jialu Li Esin Durmus Claire Cardie 81 47 0 07 Oct 2020
Detecting Attackable Sentences in Arguments Yohan Jo Seo-Jin Bang Emaad Manzoor Eduard H. Hovy Chris Reed 53 22 0 06 Oct 2020
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers Shijie Geng Peng Gao Moitreya Chatterjee Chiori Hori Jonathan Le Roux Yongfeng Zhang Hongsheng Li A. Cherian 51 11 0 08 Jul 2020
Video-Grounded Dialogues with Pretrained Generation Language Models Hung Le Guosheng Lin 69 28 0 27 Jun 2020
Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network Zeyun Tang Yongliang Shen Xinyin Ma Wenyuan Xu Jiale Yu Weiming Lu GNN 39 29 0 11 Jun 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 51 19 0 30 Apr 2020
DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator Hwanhee Lee Seunghyun Yoon Franck Dernoncourt Doo Soon Kim Trung Bui Kyomin Jung 53 15 0 01 Apr 2020
Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog Shachi H. Kumar Eda Okur Saurav Sahay Jonathan Huang L. Nachman 28 7 0 20 Dec 2019
Who did They Respond to? Conversation Structure Modeling using Masked Hierarchical Transformer Henghui Zhu Feng Nan Zhiguo Wang Ramesh Nallapati Bing Xiang 64 39 0 25 Nov 2019
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 95 289 0 24 Nov 2019
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh 85 512 0 30 Aug 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 63 111 0 02 Jul 2019
GSN: A Graph-Structured Network for Multi-Party Dialogues Wenpeng Hu Zhangming Chan Bing-Quan Liu Dongyan Zhao Jinwen Ma Rui Yan 83 74 0 31 May 2019
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs Ming Tu Guangtao Wang Jing-ling Huang Yun Tang Xiaodong He Bowen Zhou 61 149 0 17 May 2019
Dynamically Fused Graph Network for Multi-hop Reasoning Yunxuan Xiao Yanru Qu Lin Qiu Hao Zhou Lei Li Weinan Zhang Yong Yu 71 191 0 16 May 2019
Cognitive Graph for Multi-Hop Reading Comprehension at Scale Ming Ding Chang Zhou Qibin Chen Hongxia Yang Jie Tang 75 226 0 14 May 2019
Factor Graph Attention Idan Schwartz Seunghak Yu Tamir Hazan Alex Schwing 64 110 0 11 Apr 2019
A Simple Baseline for Audio-Visual Scene-Aware Dialog Idan Schwartz Alex Schwing Tamir Hazan 65 70 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 72 117 0 11 Apr 2019
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang 41 73 0 25 Feb 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 57 295 0 01 Feb 2019
Audio-Visual Scene-Aware Dialog Huda AlAmri Vincent Cartillier Abhishek Das Jue Wang A. Cherian ... Tim K. Marks Chiori Hori Peter Anderson Stefan Lee Devi Parikh VGen 52 192 0 25 Jan 2019
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context T. Nguyen Shikhar Sharma Hannes Schulz Layla El Asri 40 33 0 17 Dec 2018
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues Zhouxing Shi Minlie Huang 67 100 0 01 Dec 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 86 51 0 02 Nov 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 171 2,655 0 25 Sep 2018
End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture Gaku Morio K. Fujita LRM 34 23 0 03 Sep 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 91 226 0 29 Aug 2018
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 96 511 0 17 Oct 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 75 558 0 14 Apr 2017
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 142 998 0 26 Nov 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 101 1,245 0 06 Apr 2016
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 202 5,478 0 03 May 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 286 4,488 0 20 Nov 2014