Fetching the paper…
Reading the bibliography…
The emergence of natural language processing has revolutionized the way users interact with tabular data, enabling a shift from traditional query languages and manual plotting to more intuitive, language-based interfaces.
An efficient easily adaptable system for interpreting natural language queries
D. H. D. Warren and F. C. N. Pereira · 1982
Earlier work this paper cites.
TEAM: A transportable natural-language interface system
B. J. Grosz · 1983
Earlier work this paper cites.
Evaluation of spoken language systems: the ATIS domain
P. J. Price · 1990
Earlier work this paper cites.
Expanding the scope of the ATIS task: The ATIS-3 corpus
D. A. Dahl, M. Bates, M. Brown, W. M. Fisher, K. Hunicke-Smith, D. S. Pallett, C. Pao, A. I. Rudnicky, and E. Shriberg · 1994
Earlier work this paper cites.
Natural language interfaces to databases - an introduction
I. Androutsopoulos, G. D. Ritchie, and P. Thanisch · 1995
Earlier work this paper cites.
Learning to parse database queries using inductive logic programming
J. M. Zelle and R. J. Mooney · 1996
Earlier work this paper cites.
Automated construction of database interfaces: Intergrating statistical and relational learning for semantic parsing
L. R. Tang and R. J. Mooney · 2000
Earlier work this paper cites.
Automatic evaluation of machine translation quality using n-gram co-occurrence statistics
G. Doddington · 2002
Earlier work this paper cites.
Towards a theory of natural language interfaces to databases
A. Popescu, O. Etzioni, and H. A. Kautz · 2003
Earlier work this paper cites.
Modern natural language interfaces to databases: Composing statistical parsing with semantic tractability
A. Popescu, A. Armanasu, O. Etzioni, D. Ko, and A. Yates · 2004
Earlier work this paper cites.
Constructing an interactive natural language interface for relational databases
F. Li and H. V. Jagadish · 2014
Earlier work this paper cites.
Datatone: Managing ambiguity in natural language interfaces for data visualization
T. Gao, M. Dontcheva, E. Adar, Z. Liu, and K. G. Karahalios · 2015
Earlier work this paper cites.
Language to logical form with neural attention
L. Dong and M. Lapata · 2016
Earlier work this paper cites.
Towards a dialogue system that supports rich visualizations of data
A. Kumar, J. Aurisano, B. D. Eugenio, A. E. Johnson, A. Gonzalez, and J. Leigh · 2016
Earlier work this paper cites.
ATHENA: an ontology-driven system for natural language querying over relational data stores
D. Saha, A. Floratou, K. Sankaranarayanan, U. F. Minhas, A. R. Mittal, and F. Özcan · 2016
Earlier work this paper cites.
Eviza: A natural language interface for visual analysis
V. Setlur, S. E. Battersby, M. Tory, R. Gossweiler, and A. X. Chang · 2016
Earlier work this paper cites.
Learning a neural semantic parser from user feedback
S. Iyer, I. Konstas, A. Cheung, J. Krishnamurthy, and L. Zettlemoyer · 2017
Earlier work this paper cites.
Sqlnet: Generating structured queries from natural language without reinforcement learning
X. Xu, C. Liu, and D. Song · 2017
Earlier work this paper cites.
Sqlizer: query synthesis from natural language
N. Yaghmazadeh, Y. Wang, I. Dillig, and T. Dillig · 2017
Earlier work this paper cites.
A syntactic neural model for general-purpose code generation
P. Yin and G. Neubig · 2017
Earlier work this paper cites.
Visflow - web-based visualization framework for tabular data with a subset flow model
B. Yu and C. T. Silva · 2017
Earlier work this paper cites.
Seq2sql: Generating structured queries from natural language using reinforcement learning
V. Zhong, C. Xiong, and R. Socher · 2017
Earlier work this paper cites.
Coarse-to-fine decoding for neural semantic parsing
L. Dong and M. Lapata · 2018
Earlier work this paper cites.
Improving text-to-sql evaluation methodology
C. Finegan-Dollak, J. K. Kummerfeld, L. Zhang, K. Ramanathan, S. Sadasivam, R. Zhang, and D. R. Radev · 2018
Earlier work this paper cites.
Applying pragmatics principles for interaction with visual analytics
E. Hoque, V. Setlur, M. Tory, and I. Dykeman · 2018
Earlier work this paper cites.
Valletto: A multimodal interface for ubiquitous visual analytics
J. Kassel and M. Rohs · 2018
Earlier work this paper cites.
Nl2bash: A corpus and semantic parser for natural language interface to the linux operating system
X. V. Lin, C. Wang, L. Zettlemoyer, and M. D. Ernst · 2018
Earlier work this paper cites.
Deepeye: Creating good data visualizations by keyword search
Y. Luo, X. Qin, N. Tang, G. Li, and X. Wang · 2018
Earlier work this paper cites.
Incsql: Training incremental text-to-sql parsers with non-deterministic oracles
T. Shi, K. Tatwawadi, K. Chakrabarti, Y. Mao, O. Polozov, and W. Chen · 2018
Earlier work this paper cites.
Orko: Facilitating multimodal interaction for visual exploration and analysis of networks
A. Srinivasan and J. T. Stasko · 2018
Earlier work this paper cites.
Execution-guided neural program decoding
C. Wang, P. Huang, A. Polozov, M. Brockschmidt, and R. Singh · 2018
Earlier work this paper cites.
Typesql: Knowledge-based type-aware neural text-to-sql generation
T. Yu, Z. Li, Z. Zhang, R. Zhang, and D. R. Radev · 2018
Earlier work this paper cites.
Syntaxsqlnet: Syntax tree networks for complex and cross-domain text-to-sql task
T. Yu, M. Yasunaga, K. Yang, R. Zhang, D. Wang, Z. Li, and D. R. Radev · 2018
Earlier work this paper cites.
Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task
T. Yu, R. Zhang, K. Yang, M. Yasunaga, D. Wang, Z. Li, J. Ma, I. Li, Q. Yao, S. Roman, Z. Zhang, and D. R. Radev · 2018
Earlier work this paper cites.
A comparative survey of recent natural language interfaces for databases
K. Affolter, K. Stockinger, and A. Bernstein · 2019
Earlier work this paper cites.
Bridging the semantic gap with SQL query logs in natural language interfaces to databases
C. Baik, H. V. Jagadish, and Y. Li · 2019
Earlier work this paper cites.
Representing schema structure with graph neural networks for text-to-sql parsing
B. Bogin, J. Berant, and M. Gardner · 2019
Earlier work this paper cites.
Global reasoning over database structures for text-to-sql parsing
B. Bogin, M. Gardner, and J. Berant · 2019
Earlier work this paper cites.
BERT: pre-training of deep bidirectional transformers for language understanding
J. Devlin, M. Chang, K. Lee, and K. Toutanova · 2019
Earlier work this paper cites.
Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks
V. Dibia and Ç. Demiralp · 2019
Earlier work this paper cites.
Towards complex text-to-sql in cross-domain database with intermediate representation
J. Guo, Z. Zhan, Y. Gao, Y. Xiao, J. Lou, T. Liu, and D. Zhang · 2019
Earlier work this paper cites.
X-SQL: reinforce schema representation with context
P. He, Y. Mao, K. Chakrabarti, and W. Chen · 2019
Earlier work this paper cites.
A comprehensive exploration on wikisql with table-aware word contextualization
W. Hwang, J. Yim, S. Park, and M. Seo · 2019
Earlier work this paper cites.
A survey on semantic parsing
A. Kamath and R. Das · 2019
Earlier work this paper cites.
Roberta: A robustly optimized BERT pretraining approach
Y. Liu, M. Ott, N. Goyal, J. Du, M. Joshi, D. Chen, O. Levy, M. Lewis, L. Zettlemoyer, and V. Stoyanov · 2019
Cited alongside, same era.
A pilot study for chinese SQL semantic parsing
Q. Min, Y. Shi, and Y. Zhang · 2019
Cited alongside, same era.
Cosql: A conversational text-to-sql challenge towards cross-domain natural language interfaces to databases
T. Yu, R. Zhang, H. Er, S. Li, E. Xue, B. Pang, X. V. Lin, Y. C. Tan, T. Shi, Z. Li, Y. Jiang, M. Yasunaga, S. Shim, T. Chen, A. R. Fabbri, Z. Li, L. Chen, Y. Zhang, S. Dixit, V. Zhang, C. Xiong, R. Socher, W. S. Lasecki, and D. R. Radev · 2019
Cited alongside, same era.
Sparc: Cross-domain semantic parsing in context
T. Yu, R. Zhang, M. Yasunaga, Y. C. Tan, X. V. Lin, S. Li, H. Er, I. Li, B. Pang, T. Chen, E. Ji, S. Dixit, D. Proctor, S. Shim, J. Kraft, V. Zhang, C. Xiong, R. Socher, and D. R. Radev · 2019
Cited alongside, same era.
Editing-based SQL query generation for cross-domain context-dependent questions
R. Zhang, T. Yu, H. Er, S. Shim, E. Xue, X. V. Lin, T. Shi, C. Xiong, R. Socher, and D. R. Radev · 2019
NL4DV: A toolkit for generating analytic specifications for data visualization from natural language queries
A. Narechania, A. Srinivasan, and J. T. Stasko · 2021
Later among the works it cites.
Smbop: Semi-autoregressive bottom-up semantic parsing
O. Rubin and J. Berant · 2021
Later among the works it cites.
PICARD: parsing incrementally for constrained auto-regressive decoding from language models
T. Scholak, N. Schucher, and D. Bahdanau · 2021
Later among the works it cites.
Compositional generalization and natural language variation: Can a semantic parsing approach handle both?
P. Shaw, M. Chang, P. Pasupat, and K. Toutanova · 2021
Later among the works it cites.
Learning contextual representations for semantic parsing with generation-augmented pre-training
P. Shi, P. Ng, Z. Wang, H. Zhu, A. H. Li, J. Wang, C. N. dos Santos, and B. Xiang · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Neural approaches for natural language interfaces to databases: A survey
R. C. A. Iacob, F. Brad, E. S. Apostol, C. Truica, I. Hosu, and T. Rebedea · 2020
Cited alongside, same era.
Natural language to SQL: where are we today?
H. Kim, B. So, W. Han, and H. Lee · 2020
Cited alongside, same era.
BART: denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
M. Lewis, Y. Liu, N. Goyal, M. Ghazvininejad, A. Mohamed, O. Levy, V. Stoyanov, and L. Zettlemoyer · 2020
Cited alongside, same era.
Bridging textual and tabular data for cross-domain text-to-sql semantic parsing
X. V. Lin, R. Socher, and C. Xiong · 2020
Cited alongside, same era.
Deeptrack: Monitoring and exploring spatio-temporal data - A case of tracking COVID-19 -
Y. Luo, W. Li, T. Zhao, X. Yu, L. Zhang, G. Li, and N. Tang · 2020
Cited alongside, same era.
Hybrid ranking network for text-to-sql
Q. Lyu, K. Chakrabarti, S. Hathi, S. Kundu, J. Zhang, and Z. Chen · 2020
Cited alongside, same era.
A pilot study of text-to-sql semantic parsing for vietnamese
A. T. Nguyen, M. H. Dao, and D. Q. Nguyen · 2020
Cited alongside, same era.
Collecting and characterizing natural language utterances for specifying data visualizations
A. Srinivasan, N. Nyapathy, B. Lee, S. M. Drucker, and J. T. Stasko · 2021
Later among the works it cites.
Grappa: Grammar-augmented pre-training for table semantic parsing
T. Yu, C. Wu, X. V. Lin, B. Wang, Y. C. Tan, X. Yang, D. R. Radev, R. Socher, and C. Xiong · 2021
Later among the works it cites.
NL2INTERFACE: interactive visualization interface generation from natural language queries
Y. Chen, R. Li, A. Mac, T. Xie, T. Yu, and E. Wu · 2022
Later among the works it cites.
Recent advances in text-to-sql: A survey of what we have and what we expect
N. Deng, Y. Chen, and Y. Zhang · 2022
Later among the works it cites.
Towards knowledge-intensive text-to-sql semantic parsing with formulaic knowledge
L. Dou, Y. Gao, X. Liu, M. Pan, D. Wang, W. Che, D. Zhan, M. Kan, and J. Lou · 2022
Later among the works it cites.
Unisar: A unified structure-aware autoregressive language model for text-to-sql
L. Dou, Y. Gao, M. Pan, D. Wang, J. Lou, W. Che, and D. Zhan · 2022
Later among the works it cites.
Measuring and improving compositional generalization in text-to-sql via component alignment
Y. Gan, X. Chen, Q. Huang, and M. Purver · 2022
Later among the works it cites.
Lora: Low-rank adaptation of large language models
E. J. Hu, Y. Shen, P. Wallis, Z. Allen-Zhu, Y. Li, S. Wang, L. Wang, and W. Chen · 2022
Later among the works it cites.
S 2 sql: Injecting syntax to question-schema interaction graph encoder for text-to-sql parsers
B. Hui, R. Geng, L. Wang, B. Qin, Y. Li, B. Li, J. Sun, and Y. Li · 2022
Later among the works it cites.
Natural language to visualization by neural machine translation
Y. Luo, N. Tang, G. Li, J. Tang, C. Chai, and X. Qin · 2022
Later among the works it cites.
Facilitating conversational interaction in natural language interfaces for visualization
R. Mitra, A. Narechania, A. Endert, and J. T. Stasko · 2022
Later among the works it cites.
Evaluating the text-to-sql capabilities of large language models
N. Rajkumar, R. Li, and D. Bahdanau · 2022
Later among the works it cites.
Voicequerysystem: A voice-driven database querying system using natural language questions
Y. Song, R. C. Wong, X. Zhao, and D. Jiang · 2022
Later among the works it cites.
Rgvisnet: A hybrid retrieval-generation neural framework towards automatic data visualization generation
Y. Song, X. Zhao, R. C. Wong, and D. Jiang · 2022
Later among the works it cites.
Natural language interface for data visualization with deep learning based language models
A. Stöckl · 2022
Later among the works it cites.
Sevi: Speech-to-visualization through neural machine translation
J. Tang, Y. Luo, M. Ouzzani, G. Li, and H. Chen · 2022
Later among the works it cites.
Emergent abilities of large language models
J. Wei, Y. Tay, R. Bommasani, C. Raffel, B. Zoph, S. Borgeaud, D. Yogatama, M. Bosma, D. Zhou, D. Metzler, E. H. Chi, T. Hashimoto, O. Vinyals, P. Liang, J. Dean, and W. Fedus · 2022
Later among the works it cites.
Chain-of-thought prompting elicits reasoning in large language models
J. Wei, X. Wang, D. Schuurmans, M. Bosma, B. Ichter, F. Xia, E. H. Chi, Q. V. Le, and D. Zhou · 2022
Later among the works it cites.
Unifiedskg: Unifying and multi-tasking structured knowledge grounding with text-to-text language models
T. Xie, C. H. Wu, P. Shi, R. Zhong, T. Scholak, M. Yasunaga, C. Wu, M. Zhong, P. Yin, S. I. Wang, V. Zhong, B. Wang, C. Li, C. Boyle, A. Ni, Z. Yao, D. Radev, C. Xiong, L. Kong, R. Zhang, N. A. Smith, L. Zettlemoyer, and T. Yu · 2022
Later among the works it cites.
Dr.spider: A diagnostic evaluation benchmark towards text-to-sql robustness
S. Chang, J. Wang, M. Dong, L. Pan, H. Zhu, A. H. Li, W. Lan, S. Zhang, J. Jiang, J. Lilien, S. Ash, W. Y. Wang, Z. Wang, V. Castelli, P. Ng, and B. Xiang · 2023
Closest in time.
A survey on in-context learning, 2023
Q. Dong, L. Li, D. Dai, C. Zheng, Z. Wu, B. Chang, X. Sun, J. Xu, L. Li, and Z. Sui · 2023
Closest in time.
C3: zero-shot text-to-sql with chatgpt
X. Dong, C. Zhang, Y. Ge, Y. Mao, Y. Gao, L. Chen, J. Lin, and D. Lou · 2023
Closest in time.
Few-shot text-to-sql translation using structure and content prompt learning
Z. Gu, J. Fan, N. Tang, L. Cao, B. Jia, S. Madden, and X. Du · 2023
Closest in time.
Interleaving pre-trained language models and large language models for zero-shot NL2SQL generation
Z. Gu, J. Fan, N. Tang, S. Zhang, Y. Zhang, Z. Chen, L. Cao, G. Li, S. Madden, and X. Du · 2023
Closest in time.
C. Guo, Z. Tian, J. Tang, S. Li, Z. Wen, K. Wang, and T. Wang · 2023
Closest in time.
A survey on deep learning approaches for text-to-sql
G. Katsogiannis-Meimarakis and G. Koutrika · 2023
Closest in time.
RESDSQL: decoupling schema linking and skeleton parsing for text-to-sql
H. Li, J. Zhang, C. Li, and H. Chen · 2023
Closest in time.
Graphix-t5: Mixing pre-trained transformers with graph-aware layers for text-to-sql parsing
J. Li, B. Hui, R. Cheng, B. Qin, C. Ma, N. Huo, F. Huang, W. Du, L. Si, and Y. Li · 2023
Closest in time.
J. Li, B. Hui, G. Qu, B. Li, J. Yang, B. Li, B. Wang, B. Qin, R. Cao, R. Geng, N. Huo, X. Zhou, C. Ma, G. Li, K. C. Chang, F. Huang, R. Cheng, and Y. Li · 2023
Closest in time.
A comprehensive evaluation of chatgpt’s zero-shot text-to-sql capability
A. Liu, X. Hu, L. Wen, and P. S. Yu · 2023
Closest in time.
Divide and prompt: Chain of thought prompting for text-to-sql
X. Liu and Z. Tan · 2023
Closest in time.
P. Maddigan and T. Susnjak · 2023
Closest in time.
L. Nan, Y. Zhao, W. Zou, N. Ri, J. Tae, E. Zhang, A. Cohan, and D. Radev · 2023
Closest in time.
Bidirectional language models are also few-shot learners
A. Patel, B. Li, M. S. Rasooli, N. Constant, C. Raffel, and C. Callison-Burch · 2023
Closest in time.
DIN-SQL: decomposed in-context learning of text-to-sql with self-correction
M. Pourreza and D. Rafiei · 2023
Closest in time.
Towards natural language interfaces for data visualization: A survey
L. Shen, E. Shen, Y. Luo, X. Yang, X. Hu, X. Zhang, Z. Tai, and J. Wang · 2023
Closest in time.
Y. Song, X. Zhao, and R. C. Wong · 2023
Closest in time.
Sql-palm: Improved large language model adaptation for text-to-sql
R. Sun, S. Ö. Arik, H. Nakhost, H. Dai, R. Sinha, P. Yin, and T. Pfister · 2023
Closest in time.
Exploring chain-of-thought style prompting for text-to-sql
C. Tai, Z. Chen, T. Zhang, X. Deng, and H. Sun · 2023
Closest in time.