Davood Rafiei

According to our database, Davood Rafiei authored at least 79 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Adversarial botometer: adversarial analysis for social bot detection.

Shaghayegh Najari, Davood Rafiei, Mostafa Salehi, Reza Farahbakhsh

Soc. Netw. Anal. Min., December, 2024

DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models.

Arash Dargahi Nobari, Davood Rafiei

Proc. ACM Manag. Data, February, 2024

TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations.

Arash Dargahi Nobari, Davood Rafiei

CoRR, 2024

LFOSum: Summarizing Long-form Opinions with Large Language Models.

Mir Tafseer Nayeem, Davood Rafiei

CoRR, 2024

SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder.

Mohammadreza Pourreza, Davood Rafiei, Yuxi Feng, Raymond Li, Zhenan Fan, Weiwei Zhang

CoRR, 2024

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition.

Md Mahadi Hasan Nahid, Davood Rafiei

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

KidLM: Advancing Language Models for Children - Early Insights and Future Directions.

Mir Tafseer Nayeem, Davood Rafiei

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization.

Md Mahadi Hasan Nahid, Davood Rafiei

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

GXJoin: Generalized Cell Transformations for Explainable Joinability.

Soroush Omidvartehrani, Arash Dargahi Nobari, Davood Rafiei

Proceedings of the Advances in Databases and Information Systems, 2024

2023

Performance Prediction for Multi-hop Questions.

Mohammadreza Samadi, Davood Rafiei

CoRR, 2023

DTT: An Example-Driven Tabular Transformer by Leveraging Large Language Models.

Arash Dargahi Nobari, Davood Rafiei

CoRR, 2023

Discovering and Integrating Tabular Data.

Davood Rafiei, Arash Dargahi Nobari, Soroush Omidvartehrani

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Table Union Search with Preferences.

Hamed Mirzaei, Davood Rafiei

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Limitations of Open-Domain Question Answering Benchmarks for Document-level Reasoning.

Ehsan Kamalloo, Charles L. A. Clarke, Davood Rafiei

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Evaluating Cross-Domain Text-to-SQL Models and Benchmarks.

Mohammadreza Pourreza, Davood Rafiei

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Interactive Set Discovery.

Arif Hasnat, Davood Rafiei

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction.

Mir Tafseer Nayeem, Davood Rafiei

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Product Entity Matching via Tabular Data.

Ali Naeim abadi, Mir Tafseer Nayeem, Davood Rafiei

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

SAND: Semantic Annotation of Numeric Data in Web Tables.

Yuchen Su, Davood Rafiei, Behrad Khorram Nazari

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Evaluating Open-Domain Question Answering in the Era of Large Language Models.

Ehsan Kamalloo, Nouha Dziri, Charles L. A. Clarke, Davood Rafiei

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Tracking Where Events Take Place: Reverse Spatial Term Queries on Streaming Data.

Sara Farazi, Davood Rafiei

CoRR, 2022

Detecting Frozen Phrases in Open-Domain Question Answering.

Mostafa Yadegari, Ehsan Kamalloo, Davood Rafiei

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

BareTQL: An Interactive System for Searching and Extraction of Open Data Tables.

Davood Rafiei, Harrison Fah, Thomas Lafrance, Arash Dargahi Nobari

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Efficiently Transforming Tables for Joinability.

Arash Dargahi Nobari, Davood Rafiei

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Probing the Robustness of Pre-trained Language Models for Entity Matching.

Mehdi Akbarian Rastaghi, Ehsan Kamalloo, Davood Rafiei

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Relation Extraction with Synthetic Explanations and Neural Network.

Rozan Chahardoli, Denilson Barbosa, Davood Rafiei

Proceedings of the ISEEIE 2021: International Symposium on Electrical, Electronics and Information Engineering, Seoul Republic of Korea, February 19, 2021

Location-Aware Named Entity Disambiguation.

Maithrreye Srinivasan, Davood Rafiei

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Similarity Join and Similarity Self-Join Size Estimation in a Streaming Environment.

Davood Rafiei, Fan Deng

IEEE Trans. Knowl. Data Eng., 2020

2019

Top-K Frequent Term Queries on Streaming Data.

Sara Farazi, Davood Rafiei

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Natural Language Data Management and Interfaces

Yunyao Li, Davood Rafiei

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01862-6, 2018

Similarity Join and Self-Join Size Estimation in a Streaming Environment.

Davood Rafiei, Fan Deng

CoRR, 2018

Strategies for Geographical Scoping and Improving a Gazetteer.

Sanket Kumar Singh, Davood Rafiei

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

The Shifting Landscape of Web Search and Mining: Past, Present, and Future.

Davood Rafiei, Eugene Agichtein, Ricardo Baeza-Yates, Jon M. Kleinberg, Jure Leskovec

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

A Coherent Unsupervised Model for Toponym Resolution.

Ehsan Kamalloo, Davood Rafiei

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017

Characterizing Users and Tracking Their Activities in Online Classified Ads.

Muhammad Waqar, Davood Rafiei

Int. J. Artif. Intell. Tools, 2017

Natural Language Data Management and Interfaces: Recent Development and Open Challenges.

Yunyao Li, Davood Rafiei

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016

Error-tolerant Exemplar Queries on RDF Graphs.

Zhaoyang Shao, Davood Rafiei, Themis Palpanas

CoRR, 2016

Characterizing Users in an Online Classified Ad Network.

Muhammad Waqar, Davood Rafiei

Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

Tracking User Activities and Marketplace Dynamics in Classified Ads.

Muhammad Waqar, Davood Rafiei

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence Data.

Reza Sadoddin, Jörg Sander, Davood Rafiei

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Geotagging Flickr Photos And Videos Using Language Models.

Sanket Kumar Singh, Davood Rafiei

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

BubbleNet: An innovative exploratory search and summarization interface with applicability in health social media.

Saeed Mohajeri, Hamman W. Samuel, Osmar R. Zaïane, Davood Rafiei

Proceedings of the International Conference on Digital Economy, 2016

Geotagging Named Entities in News and Online Documents.

Jiangwei Yu Rafiei, Davood Rafiei

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

NWSearch 2015: International Workshop on Novel Web Search Interfaces and Systems.

Davood Rafiei, Katsumi Tanaka

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Predicting political preference of Twitter users.

Aibek Makazhanov, Davood Rafiei, Muhammad Waqar

Soc. Netw. Anal. Min., 2014

2013

Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis.

Hongya Wang, Jiao Cao, LihChyun Shu, Davood Rafiei

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Innovative navigation of health discussion forums based on relationship extraction and medical ontologies.

Saeed Mohajeri, Afsaneh Esteki, Osmar R. Zaïane, Davood Rafiei

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Predicting political preference of Twitter users.

Aibek Makazhanov, Davood Rafiei

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Efficient Indexing and Querying over Syntactically Annotated Trees.

Pirooz Chubak, Davood Rafiei

Proc. VLDB Endow., 2012

Leveraging editor collaboration patterns in wikipedia.

Hoda Sepehri Rad, Aibek Makazhanov, Davood Rafiei, Denilson Barbosa

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

Classifying Websites into Non-topical Categories.

Chaman Thapa, Osmar R. Zaïane, Davood Rafiei, Arya M. Sharma

Proceedings of the Data Warehousing and Knowledge Discovery, 2012

2010

Diversifying web search results.

Davood Rafiei, Krishna Bharat, Anand Shukla

Proceedings of the 19th International Conference on World Wide Web, 2010

Index structures for efficiently searching natural language text.

Pirooz Chubak, Davood Rafiei

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Wild Card Queries for Searching Resources on the Web

Davood Rafiei, Haobin Li

CoRR, 2009

Flexible Answer Typing with Discriminative Preference Ranking.

Christopher Pinchak, Dekang Lin, Davood Rafiei

Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Data extraction from the web using wild card queries.

Davood Rafiei, Haobin Li

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Information extraction meets relation databases.

Davood Rafiei, Andrei Z. Broder, Edward Y. Chang, Patrick Pantel

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Answer typing for information retrieval.

Christopher Pinchak, Davood Rafiei, Dekang Lin

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

On efficiently searching trajectories and archival data for historical similarities.

Reza Sherkat, Davood Rafiei

Proc. VLDB Endow., 2008

2007

On MBR Approximation of Histories for Historical Queries: Expectations and Limitations.

Reza Sherkat, Davood Rafiei

Proceedings of the 23rd International Conference on Data Engineering, 2007

2006

Approximately detecting duplicates for streaming data using stable bloom filters.

Fan Deng, Davood Rafiei

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

DeWild: a tool for searching the web using wild cards.

Haobin Li, Davood Rafiei

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Efficiently Evaluating Order Preserving Similarity Queries over Historical Market-Basket Data.

Reza Sherkat, Davood Rafiei

Proceedings of the 22nd International Conference on Data Engineering, 2006

Finding Syntactic Similarities Between XML Documents.

Davood Rafiei, Daniel L. Moise, Dabo Sun

Proceedings of the 17th International Workshop on Database and Expert Systems Applications (DEXA 2006), 2006

Bulk Loading a Linear Hash File.

Davood Rafiei, Cheng Hu

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005

ALVIN: a system for visualizing large networks.

Davood Rafiei, Stephen Curial

Proceedings of the 14th international conference on World Wide Web, 2005

Effectively Visualizing Large Networks Through Sampling.

Davood Rafiei, Stephen Curial

Proceedings of the 16th IEEE Visualization Conference, 2005

Bulk loading large collections of hyperlinked resources.

Davood Rafiei

Proceedings of the HYPERTEXT 2005, 2005

2003

Focused Co-citation: Improving the Retrieval of Related Pages on the Web.

Gabriela Moise, Jörg Sander, Davood Rafiei

Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

2002

Efficient retrieval of similar shapes.

Davood Rafiei, Alberto O. Mendelzon

VLDB J., 2002

2000

Querying Time Series Data Based on Similarity.

Davood Rafiei, Alberto O. Mendelzon

IEEE Trans. Knowl. Data Eng., 2000

What do the Neighbours Think? Computing Web Page Reputations.

Alberto O. Mendelzon, Davood Rafiei

IEEE Data Eng. Bull., 2000

What is this page known for? Computing Web page reputations.

Davood Rafiei, Alberto O. Mendelzon

Comput. Networks, 2000

1999

Fourier-transform based techniques in efficient retrieval of similar time sequences.

Davood Rafiei

PhD thesis, 1999

On Similarity-Based Queries for Time Series Data.

Davood Rafiei

Proceedings of the 15th International Conference on Data Engineering, 1999

1998

Efficient Retrieval of Similar Time Sequences Using DFT.

Davood Rafiei, Alberto O. Mendelzon

Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

1997

Similarity-Based Queries for Time Series Data.

Davood Rafiei, Alberto O. Mendelzon

Proceedings of the SIGMOD 1997, 1997