Publications

Summary by publication venue	Research Profile	Summary by publication year
CoDS COMAD   5 ECIR    4 WWW  2 CIKM   2 SIGIR  1 EACL   1 AKBC   1 Hypertext   1 Workshops   3 Other    5	Google Scholar Profile DBLP Profile arXiv Profile LinkedIn Profile CORE A*: 3 Publications CORE A: 8 Publications CORE B: 0 Publications Other: 14 Publications	2024    2 2023    2 2022    2 2021    1 2020    1 2019    5 2018    1 2017    4 2013    2 2011    1 2009    3 2006    1

Publications

2024

1. Effect of dimensionality change on the bias of word embeddings.
   To appear in proceedings of the 11th ACM International Conference on Data Science and Management of Data (Bangalore, India January 4-7, 2024)
   Rohit Raj Rai and Amit Awekar.
   


2. Incremental Isolation Forest to Handle Concept Drift in Anomaly Detection.
   To appear in proceedings of the 11th ACM International Conference on Data Science and Management of Data (Bangalore, India January 4-7, 2024)
   Nidhi Ahlawat and Amit Awekar.
   



2023

3. Relation Classification Model Performance as a Function of Dataset Label Noise.
   In proceedings of the 10th ACM International Conference on Data Science and Management of Data (Mumbai, India January 4-7, 2023)
   Akshay Parekh, Ashish Anand, and Amit Awekar.
   DOI


4. Surface Name Errors in Wikipedia.
   In proceedings of the 10th ACM International Conference on Data Science and Management of Data (Mumbai, India January 4-7, 2023)
   Anuj Khare, and Amit Awekar.
   DOI



2022

5. Scaling Up Mass-Based Clustering.
   In proceedings of the 31st ACM International Conference on Information and Knowledge Management (Atlanta, USA October 17-21, 2022)
   Nidhi Ahlawat, and Amit Awekar.
   DOI


6. Improving Relation Classification Using Relation Hierarchy.
   In proceedings of the 27th International Conference on Natural Language and Information Systems (Valencia, Spain June 15-17, 2022)
   Akshay Parekh, Ashish Anand, and Amit Awekar.
   DOI



2021

7. Are Word Embedding Methods Stable and Should We Care About It?
   In proceedings of the 32nd ACM Conference on Hypertext and Social Media (Dublin, Ireland August 30 – September 02, 2021)
   Angana Borah, Manash Pratim Barman, and Amit Awekar.
   DOI  arXiv preprint   Code and datasets



2020

8. Taxonomical Hierarchy of Canonicalized Relations from Multiple Knowledge Bases.
   In Proceedings of the 7th ACM IKDD CoDS and 25th COMAD (Hyderabad, India January 5-7, 2020)
   Akshay Parekh, Ashish Anand, and Amit Awekar.
   DOI  arXiv preprint  Code and datasets



2019

9. Mining Strengths and Weaknesses of Cricket Players Using Short Text Commentary.
   In proceedings of the 18th IEEE International Conference on Machine Learning and Applications (Boca Raton, Florida, USA December 16-19, 2019)
   Swarup Ranjan Behera, Parag Agrawal, Saradhi Vijaya V, and Amit Awekar.
   DOI


10. Collective Learning From Diverse Datasets for Entity Typing in the Wild.
    In proceedings of the 2nd International Workshop on EntitY REtrieval, co-located with CIKM 2019 (Beijing, China, November 03, 2019)
    Abhishek, Amar Prakash Azad, Balaji Ganesan, Ashish Anand, and Amit Awekar.
    arXiv preprint  Code and datasets


11. Decoding the Style and Bias of Song Lyrics.
    In proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (Paris, France, July 21-25, 2019)
    Manash Pratim Barman, Amit Awekar, and Sambhav Kothari.
    DOI  arXiv preprint  Code and datasets


12. Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage.
    In Proceedings of the Automated Knowledge Base Construction Conference (Amherst, Massachusetts, USA, May 20-22, 2019)
    Abhishek, Sanya Bathla Taneja, Garima Malik, Ashish Anand, and Amit Awekar.
    DOI  arXiv preprint  Code and datasets


13. It's Only Words And Words Are All I Have.
    In Proceedings of the European Conference on Information Retrieval (Cologne, Germany, April 14-18, 2019)
    Manash Pratim Barman, Kavish Dahekar, Abhinav Anshuman, and Amit Awekar.
    DOI  arXiv preprint  Code and datasets



2018

14. Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms.
    In Proceedings of the European Conference on Information Retrieval (Grenoble, France, March 26-29, 2018)
    Sweta Agrawal and Amit Awekar.
    DOI  arXiv preprint  Code and datasets



2017

15.  On Low Overlap Among Search Results of Academic Search Engines.
    In Proceedings of the International World Wide Web Conference (Perth, Australia, April 3-7, 2017)
    Anasua Mitra and Amit Awekar.
    DOI  arXiv preprint


16. Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings.
    In Proceedings of the Conference of European Chapter of the Association for Computational Linguistics (Valencia, Spain, April 3-7, 2017)
    Abhishek, Ashish Anand, and Amit Awekar.
    DOI  arXiv preprint  Code and datasets


17. Faster K-Means Cluster Estimation.
    In Proceedings of the European Conference on Information Retrieval (Aberdeen, UK, April 8-13, 2017)
    Siddhesh Khandelwal and Amit Awekar.
    DOI  arXiv preprint  Code and datasets


18. Batch Incremental Shared Nearest Neighbor Density-Based Clustering Algorithm for Dynamic Datasets.
    In Proceedings of the European Conference on Information Retrieval (Aberdeen, UK, April 8-13, 2017)
    Panthadeep Bhattacharjee and Amit Awekar.
    DOI  arXiv preprint  Code and datasets



2013

19. Incremental Shared Nearest Neighbor Density-Based Clustering.
    In Proceedings of the ACM International Conference on Information and Knowledge Management (San Francisco, USA, October 27-November 01, 2013)
    Sumeet Kumar Singh, and Amit Awekar.
    DOI  Code and datasets


20. Mutual Exclusion Rule Mining from Transaction Databases.
    First Indian Workshop on Machine Learning (IIT Kanpur, India, July 1-2, 2013)
    Hardik Modi, and Amit Awekar.



2011

21. Parallel all pairs similarity search.
    In Proceedings of the International Conference on Information and Knowledge Engineering (Las Vegas, Nevada, USA, July 18-21, 2011)
    Amit Awekar, and Nagiza F. Samatova.
    



2009

22. Incremental all pairs similarity search with Reduced I/O Overhead.
    In Proceedings of the International Conference on Information and Knowledge Engineering (Las Vegas, Nevada, USA, July 13-17, 2009)
    Amit Awekar, Nagiza F. Samatova, and Paul Breimyer.


23. Incremental all pairs similarity search.
    In Proceedings of the Third Workshop on Social Network Mining and Analysis, Held in Conjunction with the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Paris, France June 28, 2009)
    Amit Awekar, Nagiza F. Samatova, and Paul Breimyer.


24. Fast matching for all pairs similarity search.
    In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (Milan, Italy, September 15-18, 2009)
    Amit Awekar, and Nagiza F. Samatova.



2006

25. Selective hypertext induced topic search.
    In Proceedings of the 15th international Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006)
    Amit Awekar, Pabitra Mitra, and Jaewoo Kang.