Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph

31 January 2018

Amrita Saha

Vardaan Pahuja

Mitesh M. Khapra

Karthik Sankaranarayanan

A. Chandar

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Papers citing "Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph"

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Title
KGConv, a Conversational Corpus grounded in Wikidata Quentin Brabant Gwénolé Lecorvé L. Rojas-Barahona Claire Gardent 30 1 0 29 Aug 2023
Conversational Semantic Parsing using Dynamic Context Graphs Parag Jain Mirella Lapata 49 3 0 04 May 2023
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 21 9 0 23 Mar 2023
Teaching Small Language Models to Reason Lucie Charlotte Magister Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn LRM AI4CE ReLM 42 247 0 16 Dec 2022
Knowledge Graph Quality Evaluation under Incomplete Information Xiaodong Li Chenxin Zou Yimeng Cai Yuelong Zhu 11 1 0 02 Dec 2022
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Endri Kacupaj Kuldeep Singh M. Maleshkova Jens Lehmann 32 13 0 09 Oct 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Zhiyu Zoey Chen Shiyang Li Charese Smiley Zhiqiang Ma Sameena Shah William Yang Wang AIMat LRM AI4CE 34 100 0 07 Oct 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 31 60 0 14 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 34 29 0 12 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 34 13 0 04 Sep 2022
CoQAR: Question Rewriting on CoQA Quentin Brabant Gwénolé Lecorvé L. Rojas-Barahona 20 8 0 07 Jul 2022
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 48 88 0 02 Jun 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 29 51 0 11 May 2021
A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering Yongqi Li Wenjie Li Liqiang Nie RALM 19 10 0 17 Apr 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Endri Kacupaj Joan Plepi Kuldeep Singh Harsh Thakkar Jens Lehmann M. Maleshkova LMTD GNN 41 53 0 04 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 20 144 0 01 Apr 2021
ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation Endri Kacupaj Barshana Banerjee Kuldeep Singh Jens Lehmann 22 17 0 13 Mar 2021
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi Endri Kacupaj Kuldeep Singh Harsh Thakkar Jens Lehmann GNN 21 22 0 13 Mar 2021
Context Dependent Semantic Parsing: A Survey Zhuang Li Lizhen Qu Gholamreza Haffari 16 19 0 02 Nov 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua Yuan-Fang Li Gholamreza Haffari Guilin Qi Tongtong Wu 47 36 0 29 Oct 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 26 23 0 21 May 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 29 19 0 17 Apr 2020
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 23 7 0 04 Dec 2019
Using a KG-Copy Network for Non-Goal Oriented Dialogues Debanjan Chaudhuri Md. Rony Simon Jordan Jens Lehmann 27 12 0 17 Oct 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang 33 81 0 11 Oct 2019
Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion Philipp Christmann Rishiraj Saha Roy Abdalghani Abujabal Jyotsna Singh Gerhard Weikum 14 94 0 08 Oct 2019
An Empirical Study of Content Understanding in Conversational Question Answering Ting-Rui Chiang Hao-Tong Ye Yun-Nung (Vivian) Chen ELM 31 8 0 24 Sep 2019
UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering Zi-Yuan Chen Chih-Hung Chang Yi-Pei Chen Jijnasa Nayak Lun-Wei Ku 19 98 0 02 Apr 2019
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 9 95 0 27 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 669 0 21 Sep 2018
Interpretation of Natural Language Rules in Conversational Machine Reading Marzieh Saeidi Max Bartolo Patrick Lewis Sameer Singh Tim Rocktaschel Mike Sheldon Guillaume Bouchard Sebastian Riedel 27 160 0 28 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 38 818 0 21 Aug 2018
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems Zheng Zhang Minlie Huang Zhongzhou Zhao Feng Ji Haiqing Chen Xiaoyan Zhu 23 43 0 01 May 2018