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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain
  Semantic Parsing and Text-to-SQL Task
v1v2v3v4v5 (latest)

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
24 September 2018
Tao Yu
Rui Zhang
Kai-Chou Yang
Michihiro Yasunaga
Dongxu Wang
Zifan Li
James Ma
Irene Li
Qingning Yao
Shanelle Roman
Zilin Zhang
Dragomir R. Radev
    RALM
ArXiv (abs)PDFHTML

Papers citing "Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task"

50 / 841 papers shown
CEGI: Measuring the trade-off between efficiency and carbon emissions
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CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs
Abhas Kumar
Kapil Pathak
Rajesh Kavuru
Prabhakar Srinivasan
256
1
0
03 Dec 2024
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with
  Scalable Context and Symbolic Extension
TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension
Zipeng Qiu
You Peng
Guangxin He
Binhang Yuan
Chen Wang
LMTD
300
13
0
29 Nov 2024
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation
EzSQL: An SQL intermediate representation for improving SQL-to-text GenerationExpert systems with applications (ESWA), 2024
Meher Bhardwaj
Hrishikesh Ethari
Dennis Singh Moirangthem
AI4TS
324
1
0
28 Nov 2024
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model
  Probabilities
Text-to-SQL Calibration: No Need to Ask -- Just Rescale Model Probabilities
Ashwin Ramachandran
Sunita Sarawagi
295
4
0
23 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and
  Multi-task Code Retrieval
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval
Yongxu Liu
Rui Meng
Shafiq Joty
Silvio Savarese
Caiming Xiong
Yingbo Zhou
Semih Yavuz
472
27
0
19 Nov 2024
Tackling prediction tasks in relational databases with LLMs
Marek Wydmuch
Łukasz Borchmann
Filip Graliñski
269
9
0
18 Nov 2024
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL WorkflowsInternational Conference on Learning Representations (ICLR), 2024
Fangyu Lei
Jixuan Chen
Yuxiao Ye
Ruisheng Cao
Dongchan Shin
...
Caiming Xiong
Ruoxi Sun
Qian Liu
Sida I. Wang
Tao Yu
LMTD
392
134
0
12 Nov 2024
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
Xupeng Miao
Zhihao Jia
Daniel F Campos
Aurick Qiao
LRM
355
4
0
07 Nov 2024
Towards Optimizing SQL Generation via LLM Routing
Towards Optimizing SQL Generation via LLM Routing
Mohammadhossein Malekpour
Nour Shaheen
Foutse Khomh
Amine Mhedhbi
AI4TS
159
7
0
06 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations
Grounding Natural Language to SQL Translation with Data-Based Self-ExplanationsIEEE International Conference on Data Engineering (ICDE), 2024
Yuankai Fan
Tonghui Ren
Can Huang
Zhenying He
Boyu Han
LRM
431
9
0
05 Nov 2024
TableGPT2: A Large Multimodal Model with Tabular Data Integration
TableGPT2: A Large Multimodal Model with Tabular Data Integration
Aofeng Su
Aowen Wang
Chao Ye
Chen Zhou
G. Zhang
...
Xijun Gu
Xingwu Sun
Xianrui Li
Yue Yang
Zhiqing Xiao
PINNVLMLMTD
485
55
0
04 Nov 2024
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
RSL-SQL: Robust Schema Linking in Text-to-SQL Generation
Zhenbiao Cao
Yuanlei Zheng
Zhihao Fan
Xiaojin Zhang
Wei Chen
Xiang Bai
413
40
0
31 Oct 2024
BIS: NL2SQL Service Evaluation Benchmark for Business Intelligence
  Scenarios
BIS: NL2SQL Service Evaluation Benchmark for Business Intelligence ScenariosInternational Conference on Service Oriented Computing (ICSOC), 2024
Bora Caglayan
Mingxue Wang
John D. Kelleher
Shen Fei
Gui Tong
Jiandong Ding
Puchao Zhang
120
4
0
30 Oct 2024
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model
Ziyang Zheng
Haipeng Jing
Canyu Rui
A. Hamdulla
D. Wang
LRM
207
1
0
28 Oct 2024
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression
  of Neural Networks
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Yongchang Hao
Yanshuai Cao
Lili Mou
MQ
228
5
0
28 Oct 2024
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across
  Relational and Non-Relational Databases
MoMQ: Mixture-of-Experts Enhances Multi-Dialect Query Generation across Relational and Non-Relational Databases
Zhisheng Lin
Yifu Liu
Zhiling Luo
Jinyang Gao
Yu Li
188
4
0
24 Oct 2024
KeyInst: Keyword Instruction for Improving SQL Formulation in
  Text-to-SQL
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X. Liu
Zhao Tan
226
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0
18 Oct 2024
Table-LLM-Specialist: Language Model Specialists for Tables using
  Iterative Generator-Validator Fine-tuning
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning
Junjie Xing
Yeye He
Mengyu Zhou
Haoyu Dong
Shi Han
Dongmei Zhang
S. Chaudhuri
LMTD
200
6
0
16 Oct 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
Qinfeng Li
Yangfan Xie
Xuhong Zhang
Yangfan Xie
Zhiqiang Shen
...
Xinkui Zhao
Hao Peng
Yuxiang Cai
Xuhong Zhang
Jianwei Yin
232
7
0
16 Oct 2024
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
S. Gorti
Ilan Gofman
Zhaoyan Liu
Jiapeng Wu
Noël Vouitsis
Guangwei Yu
Jesse C. Cresswell
Rasa Hosseinzadeh
SyDa
427
20
0
16 Oct 2024
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under
  Low-Resource Scenarios
LR-SQL: A Supervised Fine-Tuning Method for Text2SQL Tasks under Low-Resource Scenarios
Wen Wuzhenghong
Zhang Yongpan
Pan Su
Sun Yuwei
Lu Pengwei
Ding Cheng
248
1
0
15 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation
  of Autoregressive Language Models for Text-to-SQL
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQLConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Qihuang Zhong
Kunfeng Chen
Liang Ding
Juhua Liu
Di Lin
Dacheng Tao
166
1
0
15 Oct 2024
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual DataInternational Conference on Learning Representations (ICLR), 2024
Seiji Maekawa
Hayate Iso
Nikita Bhutani
RALM
418
10
0
15 Oct 2024
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable QueriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mingwen Dong
Nischal Ashok Kumar
Yiqun Hu
Anuj Chauhan
Chung-Wei Hang
...
Wuwei Lan
Henghui Zhu
Jiarong Jiang
Patrick Ng
Zhiguo Wang
251
14
0
14 Oct 2024
Using off-the-shelf LLMs to query enterprise data by progressively
  revealing ontologies
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C. Civili
E. Sherkhonov
R. E. K. Stirewalt
161
1
0
11 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models
Parameter-Efficient Fine-Tuning of State Space Models
Kevin Galim
Wonjun Kang
Yuchen Zeng
H. Koo
Kangwook Lee
431
6
0
11 Oct 2024
Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering
Accurate and Regret-aware Numerical Problem Solver for Tabular Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2024
Yuxiang Wang
Junhao Gan
Jianzhong Qi
LMTD
549
9
0
10 Oct 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language
  Models
DA-Code: Agent Data Science Code Generation Benchmark for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yiming Huang
Jianwen Luo
Yan Yu
Yitong Zhang
Fangyu Lei
...
Shizhu He
Lifu Huang
Xiao Liu
Jun Zhao
Kang Liu
ELMALMAI4CE
231
32
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Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient AttentionsInternational Conference on Learning Representations (ICLR), 2024
Zhihao He
Hang Yu
Zi Gong
Shizhan Liu
Jia-Nan Li
Weiyao Lin
VLM
420
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0
09 Oct 2024
TableRAG: Million-Token Table Understanding with Language Models
TableRAG: Million-Token Table Understanding with Language ModelsNeural Information Processing Systems (NeurIPS), 2024
Si-An Chen
Lesly Miculicich
Julian Martin Eisenschlos
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Yasuhisa Fujii
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Tomas Pfister
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273
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Understanding the Effect of Algorithm Transparency of Model Explanations
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Daking Rai
Rydia R. Weiland
Kayla Margaret Gabriella Herrera
Tyler H. Shaw
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Table Question Answering for Low-resourced Indic Languages
Table Question Answering for Low-resourced Indic LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Vaishali Pal
Evangelos Kanoulas
Andrew Yates
Maarten de Rijke
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246
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CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate
  Selection in Text-to-SQL
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Mohammadreza Pourreza
Hailong Li
Ruoxi Sun
Yeounoh Chung
Shayan Talaei
Gaurav Tarlok Kakkar
Yu Gan
Amin Saberi
Fatma Ozcan
Sercan O. Arik
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301
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Cross-lingual Back-Parsing: Utterance Synthesis from Meaning
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285
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From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems
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Anthony Maida
Raju N. Gottumukkala
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Balancing Cost and Effectiveness of Synthetic Data Generation Strategies
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George Pu
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453
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E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL
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Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference
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DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL
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Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
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