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ORCIDDavood Rafiei
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- affiliation: University of Alberta, Edmonton, Canada
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2020 – today
- 2024
[j11]Arash Dargahi Nobari
, Davood Rafiei:
DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models. Proc. ACM Manag. Data 2(1): 24:1-24:24 (2024)- [j10]Shaghayegh Najari, Davood Rafiei, Mostafa Salehi, Reza Farahbakhsh:
Adversarial botometer: adversarial analysis for social bot detection. Soc. Netw. Anal. Min. 14(1): 220 (2024) - [c57]Soroush Omidvartehrani, Arash Dargahi Nobari, Davood Rafiei:
GXJoin: Generalized Cell Transformations for Explainable Joinability. ADBIS 2024: 123-137 - [c56]Md Mahadi Hasan Nahid, Davood Rafiei:
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization. EMNLP (Findings) 2024: 3569-3585 - [c55]Mir Tafseer Nayeem, Davood Rafiei:
KidLM: Advancing Language Models for Children - Early Insights and Future Directions. EMNLP 2024: 4813-4836 - [c54]Mohammadreza Pourreza, Davood Rafiei:
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. EMNLP (Findings) 2024: 8212-8220 - [c53]Md Mahadi Hasan Nahid, Davood Rafiei:
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition. NAACL-HLT 2024: 5725-5737 - [i23]Mohammadreza Pourreza, Davood Rafiei:
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models. CoRR abs/2402.01117 (2024) - [i22]Mohammadreza Pourreza, Davood Rafiei, Yuxi Feng, Raymond Li, Zhenan Fan, Weiwei Zhang:
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder. CoRR abs/2403.16204 (2024) - [i21]Md Mahadi Hasan Nahid, Davood Rafiei:
TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition. CoRR abs/2404.10150 (2024) - [i20]Md Mahadi Hasan Nahid, Davood Rafiei:
NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization. CoRR abs/2406.17961 (2024) - [i19]Mir Tafseer Nayeem, Davood Rafiei:
KidLM: Advancing Language Models for Children - Early Insights and Future Directions. CoRR abs/2410.03884 (2024) - [i18]Mir Tafseer Nayeem, Davood Rafiei:
LFOSum: Summarizing Long-form Opinions with Large Language Models. CoRR abs/2410.13037 (2024) - [i17]Arash Dargahi Nobari, Davood Rafiei:
TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations. CoRR abs/2411.17110 (2024) - 2023
- [c52]Ehsan Kamalloo, Nouha Dziri, Charles L. A. Clarke, Davood Rafiei:
Evaluating Open-Domain Question Answering in the Era of Large Language Models. ACL (1) 2023: 5591-5606 - [c51]Yuchen Su, Davood Rafiei, Behrad Khorram Nazari:
SAND: Semantic Annotation of Numeric Data in Web Tables. CIKM 2023: 2342-2351 - [c50]Ali Naeim abadi, Mir Tafseer Nayeem, Davood Rafiei:
Product Entity Matching via Tabular Data. CIKM 2023: 4215-4219 - [c49]Mir Tafseer Nayeem, Davood Rafiei:
On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction. EACL (Findings) 2023: 1639-1647 - [c48]Arif Hasnat, Davood Rafiei:
Interactive Set Discovery. EDBT 2023: 404-416 - [c47]Mohammadreza Pourreza, Davood Rafiei:
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. EMNLP 2023: 1601-1611 - [c46]Mohammadreza Pourreza, Davood Rafiei:
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. NeurIPS 2023 - [c45]Ehsan Kamalloo, Charles L. A. Clarke, Davood Rafiei:
Limitations of Open-Domain Question Answering Benchmarks for Document-level Reasoning. SIGIR 2023: 2123-2128 - [c44]Hamed Mirzaei, Davood Rafiei:
Table Union Search with Preferences. VLDB Workshops 2023 - [c43]Davood Rafiei, Arash Dargahi Nobari, Soroush Omidvartehrani:
Discovering and Integrating Tabular Data. VLDB Workshops 2023 - [i16]Mir Tafseer Nayeem, Davood Rafiei:
On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction. CoRR abs/2303.00923 (2023) - [i15]Arash Dargahi Nobari, Davood Rafiei:
DTT: An Example-Driven Tabular Transformer by Leveraging Large Language Models. CoRR abs/2303.06748 (2023) - [i14]Mohammadreza Pourreza, Davood Rafiei:
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction. CoRR abs/2304.11015 (2023) - [i13]Ehsan Kamalloo, Nouha Dziri, Charles L. A. Clarke, Davood Rafiei:
Evaluating Open-Domain Question Answering in the Era of Large Language Models. CoRR abs/2305.06984 (2023) - [i12]Mohammadreza Samadi, Davood Rafiei:
Performance Prediction for Multi-hop Questions. CoRR abs/2308.06431 (2023) - [i11]Mohammadreza Pourreza, Davood Rafiei:
Evaluating Cross-Domain Text-to-SQL Models and Benchmarks. CoRR abs/2310.18538 (2023) - 2022
- [c42]Mehdi Akbarian Rastaghi, Ehsan Kamalloo, Davood Rafiei:
Probing the Robustness of Pre-trained Language Models for Entity Matching. CIKM 2022: 3786-3790 - [c41]Arash Dargahi Nobari, Davood Rafiei:
Efficiently Transforming Tables for Joinability. ICDE 2022: 1649-1661 - [c40]Davood Rafiei, Harrison Fah, Thomas Lafrance, Arash Dargahi Nobari:
BareTQL: An Interactive System for Searching and Extraction of Open Data Tables. IUI Companion 2022: 30-33 - [c39]Mostafa Yadegari, Ehsan Kamalloo, Davood Rafiei:
Detecting Frozen Phrases in Open-Domain Question Answering. SIGIR 2022: 1990-1996 - [i10]Sara Farazi, Davood Rafiei:
Tracking Where Events Take Place: Reverse Spatial Term Queries on Streaming Data. CoRR abs/2201.07378 (2022) - 2021
- [c38]Maithrreye Srinivasan, Davood Rafiei:
Location-Aware Named Entity Disambiguation. CIKM 2021: 3433-3438 - [c37]Rozan Chahardoli, Denilson Barbosa, Davood Rafiei:
Relation Extraction with Synthetic Explanations and Neural Network. ISEEIE 2021: 254-262 - [i9]Arash Dargahi Nobari, Davood Rafiei:
Efficiently Transforming Tables for Joinability. CoRR abs/2111.09912 (2021) - [i8]Arif Hasnat, Davood Rafiei:
Interactive Set Discovery. CoRR abs/2111.09917 (2021) - 2020
- [j9]Davood Rafiei, Fan Deng:
Similarity Join and Similarity Self-Join Size Estimation in a Streaming Environment. IEEE Trans. Knowl. Data Eng. 32(4): 768-781 (2020)
2010 – 2019
- 2019
- [c36]Sara Farazi, Davood Rafiei:
Top-K Frequent Term Queries on Streaming Data. ICDE 2019: 1582-1585 - 2018
- [b2]Yunyao Li, Davood Rafiei:
Natural Language Data Management and Interfaces. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00734-7 - [c35]Davood Rafiei, Eugene Agichtein, Ricardo Baeza-Yates, Jon M. Kleinberg, Jure Leskovec:
The Shifting Landscape of Web Search and Mining: Past, Present, and Future. WWW (Companion Volume) 2018: 881 - [c34]Ehsan Kamalloo, Davood Rafiei:
A Coherent Unsupervised Model for Toponym Resolution. WWW 2018: 1287-1296 - [c33]Sanket Kumar Singh, Davood Rafiei:
Strategies for Geographical Scoping and Improving a Gazetteer. WWW 2018: 1663-1672 - [i7]Ehsan Kamalloo, Davood Rafiei:
A Coherent Unsupervised Model for Toponym Resolution. CoRR abs/1805.01952 (2018) - [i6]Davood Rafiei, Fan Deng:
Similarity Join and Self-Join Size Estimation in a Streaming Environment. CoRR abs/1806.03313 (2018) - 2017
- [j8]Muhammad Waqar, Davood Rafiei:
Characterizing Users and Tracking Their Activities in Online Classified Ads. Int. J. Artif. Intell. Tools 26(2): 1760010:1-1760010:37 (2017) - [c32]Yunyao Li, Davood Rafiei:
Natural Language Data Management and Interfaces: Recent Development and Open Challenges. SIGMOD Conference 2017: 1765-1770 - 2016
- [c31]Jiangwei Yu Rafiei, Davood Rafiei:
Geotagging Named Entities in News and Online Documents. CIKM 2016: 1321-1330 - [c30]Saeed Mohajeri, Hamman W. Samuel, Osmar R. Zaïane, Davood Rafiei:
BubbleNet: An innovative exploratory search and summarization interface with applicability in health social media. ICDEc 2016: 37-44 - [c29]Sanket Kumar Singh, Davood Rafiei:
Geotagging Flickr Photos And Videos Using Language Models. MediaEval 2016 - [c28]Reza Sadoddin, Jörg Sander, Davood Rafiei:
Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence Data. SDM 2016: 27-35 - [c27]Muhammad Waqar, Davood Rafiei:
Tracking User Activities and Marketplace Dynamics in Classified Ads. WI 2016: 522-525 - [c26]Muhammad Waqar, Davood Rafiei:
Characterizing Users in an Online Classified Ad Network. WIMS 2016: 28:1-28:9 - [i5]Zhaoyang Shao, Davood Rafiei, Themis Palpanas:
Error-tolerant Exemplar Queries on RDF Graphs. CoRR abs/1609.03095 (2016) - 2015
- [c25]Davood Rafiei, Katsumi Tanaka:
NWSearch 2015: International Workshop on Novel Web Search Interfaces and Systems. CIKM 2015: 1949-1950 - [e1]Davood Rafiei, Katsumi Tanaka:
Proceedings of the First International Workshop on Novel Web Search Interfaces and Systems, NWSearch 2015, Melbourne, Australia, October 23, 2015. ACM 2015, ISBN 978-1-4503-3789-2 [contents] - 2014
- [j7]Aibek Makazhanov, Davood Rafiei, Muhammad Waqar:
Predicting political preference of Twitter users. Soc. Netw. Anal. Min. 4(1): 193 (2014) - 2013
- [c24]Aibek Makazhanov, Davood Rafiei:
Predicting political preference of Twitter users. ASONAM 2013: 298-305 - [c23]Saeed Mohajeri, Afsaneh Esteki, Osmar R. Zaïane, Davood Rafiei:
Innovative navigation of health discussion forums based on relationship extraction and medical ontologies. BIBM 2013: 13-14 - [c22]Hongya Wang, Jiao Cao, LihChyun Shu, Davood Rafiei:
Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis. CIKM 2013: 1969-1978 - 2012
- [j6]Pirooz Chubak, Davood Rafiei:
Efficient Indexing and Querying over Syntactically Annotated Trees. Proc. VLDB Endow. 5(11): 1316-1327 (2012) - [c21]Chaman Thapa, Osmar R. Zaïane, Davood Rafiei, Arya M. Sharma:
Classifying Websites into Non-topical Categories. DaWaK 2012: 364-377 - [c20]Hoda Sepehri Rad, Aibek Makazhanov, Davood Rafiei, Denilson Barbosa:
Leveraging editor collaboration patterns in wikipedia. HT 2012: 13-22 - [i4]Pirooz Chubak, Davood Rafiei:
Efficient Indexing and Querying over Syntactically Annotated Trees. CoRR abs/1208.0092 (2012) - 2010
- [c19]Pirooz Chubak, Davood Rafiei:
Index structures for efficiently searching natural language text. CIKM 2010: 689-698 - [c18]Davood Rafiei, Krishna Bharat, Anand Shukla:
Diversifying web search results. WWW 2010: 781-790
2000 – 2009
- 2009
- [c17]Davood Rafiei, Andrei Z. Broder, Edward Y. Chang, Patrick Pantel:
Information extraction meets relation databases. CIKM 2009: 897 - [c16]Davood Rafiei, Haobin Li:
Data extraction from the web using wild card queries. CIKM 2009: 1939-1942 - [c15]Christopher Pinchak, Davood Rafiei, Dekang Lin:
Answer typing for information retrieval. CIKM 2009: 1955-1958 - [c14]Christopher Pinchak, Dekang Lin, Davood Rafiei:
Flexible Answer Typing with Discriminative Preference Ranking. EACL 2009: 666-674 - [i3]Davood Rafiei, Haobin Li:
Wild Card Queries for Searching Resources on the Web. CoRR abs/0908.2588 (2009) - 2008
- [j5]Reza Sherkat, Davood Rafiei:
On efficiently searching trajectories and archival data for historical similarities. Proc. VLDB Endow. 1(1): 896-908 (2008) - 2007
- [c13]Reza Sherkat, Davood Rafiei:
On MBR Approximation of Histories for Historical Queries: Expectations and Limitations. ICDE 2007: 1312-1314 - 2006
- [c12]Davood Rafiei, Cheng Hu:
Bulk Loading a Linear Hash File. DaWaK 2006: 23-32 - [c11]Davood Rafiei, Daniel L. Moise, Dabo Sun:
Finding Syntactic Similarities Between XML Documents. DEXA Workshops 2006: 512-516 - [c10]Reza Sherkat, Davood Rafiei:
Efficiently Evaluating Order Preserving Similarity Queries over Historical Market-Basket Data. ICDE 2006: 19 - [c9]Haobin Li, Davood Rafiei:
DeWild: a tool for searching the web using wild cards. SIGIR 2006: 731 - [c8]Fan Deng, Davood Rafiei:
Approximately detecting duplicates for streaming data using stable bloom filters. SIGMOD Conference 2006: 25-36 - 2005
- [c7]Davood Rafiei:
Bulk loading large collections of hyperlinked resources. Hypertext 2005: 267-269 - [c6]Davood Rafiei, Stephen Curial:
Effectively Visualizing Large Networks Through Sampling. IEEE Visualization 2005: 375-382 - [c5]Davood Rafiei, Stephen Curial:
ALVIN: a system for visualizing large networks. WWW (Special interest tracks and posters) 2005: 1100-1101 - 2003
- [c4]Gabriela Moise, Jörg Sander, Davood Rafiei:
Focused Co-citation: Improving the Retrieval of Related Pages on the Web. WWW (Posters) 2003 - 2002
- [j4]Davood Rafiei, Alberto O. Mendelzon:
Efficient retrieval of similar shapes. VLDB J. 11(1): 17-27 (2002) - 2000
- [j3]Davood Rafiei, Alberto O. Mendelzon:
What is this page known for? Computing Web page reputations. Comput. Networks 33(1-6): 823-835 (2000) - [j2]Alberto O. Mendelzon, Davood Rafiei:
What do the Neighbours Think? Computing Web Page Reputations. IEEE Data Eng. Bull. 23(3): 9-16 (2000) - [j1]Davood Rafiei, Alberto O. Mendelzon:
Querying Time Series Data Based on Similarity. IEEE Trans. Knowl. Data Eng. 12(5): 675-693 (2000)
1990 – 1999
- 1999
- [b1]Davood Rafiei:
Fourier-transform based techniques in efficient retrieval of similar time sequences. University of Toronto, Canada, 1999 - [c3]Davood Rafiei:
On Similarity-Based Queries for Time Series Data. ICDE 1999: 410-417 - 1998
- [c2]Davood Rafiei, Alberto O. Mendelzon:
Efficient Retrieval of Similar Time Sequences Using DFT. FODO 1998: 249-257 - [i2]Davood Rafiei, Alberto O. Mendelzon:
Similarity-Based Queries for Time Series Data. CoRR cs.DB/9809023 (1998) - [i1]Davood Rafiei, Alberto O. Mendelzon:
Efficient Retrieval of Similar Time Sequences Using DFT. CoRR cs.DB/9809033 (1998) - 1997
- [c1]Davood Rafiei, Alberto O. Mendelzon:
Similarity-Based Queries for Time Series Data. SIGMOD Conference 1997: 13-25
Coauthor Index
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