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1908.11787
Cited By
Answering Conversational Questions on Structured Data without Logical Forms
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
30 August 2019
Thomas Müller
Francesco Piccinno
Massimo Nicosia
Peter Shaw
Yasemin Altun
LMTD
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Papers citing
"Answering Conversational Questions on Structured Data without Logical Forms"
29 / 29 papers shown
Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding
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Abhishek Kumar
Xiangjun Fan
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Document Intelligence in the Era of Large Language Models: A Survey
Weishi Wang
Hengchang Hu
Zhijie Zhang
Zhaochen Li
Hongxin Shao
Daniel Dahlmeier
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15 Oct 2025
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts?
Xiliang Zhu
Shi Zong
David Rossouw
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26 Sep 2025
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Pengzuo Wu
Yuhang Yang
Guangcheng Zhu
Chao Ye
Hong Gu
...
Yexiao He
Liangyu Zha
Wentao Ye
Junbo Zhao
Haobo Wang
LMTD
227
6
0
16 Jun 2025
From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs
Tamara Cucumides
Floris Geerts
LMTD
172
0
0
02 Jun 2025
Table-R1: Region-based Reinforcement Learning for Table Understanding
Zhenhe Wu
Jian Yang
Jiaheng Liu
Xianjie Wu
Changzai Pan
Jie Zhang
Yu Zhao
Shuangyong Song
Yongxiang Li
Zhoujun Li
LMTD
LRM
449
13
0
18 May 2025
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xianjie Wu
Jian Yang
Linzheng Chai
Ge Zhang
Jiaheng Liu
...
Xianfu Cheng
Tianzhen Sun
Guanglin Niu
Tongliang Li
Zhoujun Li
LMTD
ELM
306
101
0
17 Aug 2024
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering
Parag Jain
Mirella Lapata
219
2
0
14 Jun 2024
Training Table Question Answering via SQL Query Decomposition
Raphael Mouravieff
Benjamin Piwowarski
Sylvain Lamprier
ReLM
LMTD
227
1
0
19 Feb 2024
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Nengzheng Jin
Dongfang Li
Junying Chen
Joanna Siebert
Qingcai Chen
RALM
LMTD
211
4
0
19 Sep 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks
ACM Journal on Computing and Cultural Heritage (JOCCH), 2023
Omri Suissa
M. Zhitomirsky-Geffet
Avshalom Elmalech
242
2
0
30 Jul 2023
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning
Neural Information Processing Systems (NeurIPS), 2023
Pei Chen
Soumajyoti Sarkar
Leonard Lausen
Ninad Kulkarni
Sheng Zha
Ruihong Huang
George Karypis
LMTD
256
47
0
14 Jul 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning
Qian Liu
Fan Zhou
Zhengbao Jiang
Longxu Dou
Min Lin
279
17
0
17 Apr 2023
Table-To-Text generation and pre-training with TabT5
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ewa Andrejczuk
Julian Martin Eisenschlos
Francesco Piccinno
Syrine Krichene
Yasemin Altun
LMTD
157
39
0
17 Oct 2022
Interactive Question Answering Systems: Literature Review
ACM Computing Surveys (ACM CSUR), 2022
Giovanni Maria Biancofiore
Yashar Deldjoo
Tommaso Di Noia
E. Sciascio
Fedelucio Narducci
405
39
0
04 Sep 2022
A Survey on Table Question Answering: Recent Advances
China Conference on Knowledge Graph and Semantic Computing (CKGSC), 2022
Nengzheng Jin
Joanna Siebert
Dongfang Li
Qingcai Chen
LMTD
307
70
0
12 Jul 2022
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Tanishq Gupta
Mohd Zaki
Devanshi Khatsuriya
Kausik Hira
N. M. A. Krishnan
Mausam
LMTD
CoGe
374
30
0
03 Jul 2022
Conversational Question Answering on Heterogeneous Sources
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Philipp Christmann
Rishiraj Saha Roy
Gerhard Weikum
254
50
0
25 Apr 2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Jingfeng Yang
Aditya Gupta
Shyam Upadhyay
Luheng He
Rahul Goel
Shachi Paul
LMTD
256
134
0
01 Mar 2022
TableQuery: Querying tabular data with natural language
A. Abraham
Fariz Rahman
Damanpreet Kaur
LMTD
68
7
0
27 Jan 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor
International Conference on Learning Representations (ICLR), 2021
Qian Liu
Bei Chen
Jiaqi Guo
Morteza Ziyadi
Zeqi Lin
Weizhu Chen
Jian-Guang Lou
LMTD
489
326
0
16 Jul 2021
Conversational Question Answering: A Survey
Knowledge and Information Systems (KAIS), 2021
Munazza Zaib
Wei Emma Zhang
Quan Z. Sheng
A. Mahmood
Yang Zhang
193
109
0
02 Jun 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Magdalena Kaiser
Rishiraj Saha Roy
Gerhard Weikum
174
60
0
11 May 2021
Representations for Question Answering from Documents with Tables and Text
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Vicky Zayats
Kristina Toutanova
Mari Ostendorf
LMTD
190
37
0
26 Jan 2021
Understanding Politics via Contextualized Discourse Processing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Rajkumar Pujari
Dan Goldwasser
192
20
0
31 Dec 2020
A Graph Representation of Semi-structured Data for Web Question Answering
Xingyao Zhang
Linjun Shou
Jian Pei
Ming Gong
Lijie Wen
Daxin Jiang
LMTD
163
14
0
14 Oct 2020
Understanding tables with intermediate pre-training
Findings (Findings), 2020
Julian Martin Eisenschlos
Syrine Krichene
Thomas Müller
LMTD
422
130
0
01 Oct 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Wanjun Zhong
Duyu Tang
Zhangyin Feng
Nan Duan
Ming Zhou
Ming Gong
Linjun Shou
Daxin Jiang
Jiahai Wang
Jian Yin
GNN
276
60
0
28 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Jonathan Herzig
Pawel Krzysztof Nowak
Thomas Müller
Francesco Piccinno
Julian Martin Eisenschlos
LMTD
RALM
478
786
0
05 Apr 2020
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