Shubhra Kanti Karmaker Santu

According to our database, Shubhra Kanti Karmaker Santu authored at least 45 papers between 2014 and 2024.

Collaborative distances:

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

2024

Benchmarking LLMs on the Semantic Overlap Summarization Task.

John Salvador, Naman Bansal, Mousumi Akter, Souvika Sarkar, Anupam Das, Shubhra Kanti Karmaker

CoRR, 2024

Prompting LLMs to Compose Meta-Review Drafts from Peer-Review Narratives of Scholarly Manuscripts.

Shubhra Kanti Karmaker Santu, Sanjeev Kumar Sinha, Naman Bansal, Alex Knipper, Souvika Sarkar, John Salvador, Yash Mahajan, Sri Guttikonda, Mousumi Akter, Matthew Freestone, Matthew C. Williams Jr.

CoRR, 2024

Word Embeddings Revisited: Do LLMs Offer Something New?

Matthew Freestone, Shubhra Kanti Karmaker Santu

CoRR, 2024

SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks.

R. Alexander Knipper, Kaniz Mishty, Mehdi Sadi, Shubhra Kanti Karmaker Santu

CoRR, 2024

LLMs as On-demand Customizable Service.

Souvika Sarkar, Mohammad Fakhruddin Babar, Monowar Hasan, Shubhra Kanti Karmaker

CoRR, 2024

2023

Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making.

Souvika Sarkar, Biddut Sarker Bijoy, Syeda Jannatus Saba, Dongji Feng, Yash Mahajan, Mohammad Ruhul Amin, Sheikh Rabiul Islam, Shubhra Kanti Karmaker Santu

ACM Trans. Intell. Syst. Technol., April, 2023

Joint upper & expected value normalization for evaluation of retrieval systems: A case study with Learning-to-Rank methods.

Dongji Feng, Shubhra (Santu) K. Karmaker

Inf. Process. Manag., 2023

FaNS: a Facet-based Narrative Similarity Metric.

Mousumi Akter, Shubhra Kanti Karmaker Santu

CoRR, 2023

Introducing "Forecast Utterance" for Conversational Data Science.

Md. Mahadi Hassan, Alex Knipper, Shubhra Kanti Karmaker

CoRR, 2023

The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties.

Yash Mahajan, Naman Bansal, Shubhra Kanti Karmaker

CoRR, 2023

Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization.

Mousumi Akter, Shubhra Kanti Karmaker Santu

CoRR, 2023

ChatGPT as your Personal Data Scientist.

Md. Mahadi Hassan, R. Alexander Knipper, Shubhra Kanti Karmaker Santu

CoRR, 2023

Exploring Challenges of Deploying BERT-based NLP Models in Resource-Constrained Embedded Devices.

Souvika Sarkar, Mohammad Fakhruddin Babar, Md. Mahadi Hassan, Monowar Hasan, Shubhra Kanti Karmaker Santu

CoRR, 2023

Zero-Shot Multi-Label Topic Inference with Sentence Encoders.

Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu

CoRR, 2023

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs.

Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu

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

TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks.

Shubhra Kanti Karmaker Santu, Dongji Feng

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

On Evaluation of Bangla Word Analogies.

Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu

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

2022

AutoML to Date and Beyond: Challenges and Opportunities.

Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, Chengxiang Zhai, Kalyan Veeramachaneni

ACM Comput. Surv., 2022

Joint Upper & Lower Bound Normalization for IR Evaluation.

Shubhra Kanti Karmaker Santu, Dongji Feng

CoRR, 2022

Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

CoRR, 2022

Concept Annotation from Users Perspective: A New Challenge.

Souvika Sarkar, Shubhra Kanti Karmaker Santu

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Exploring Universal Sentence Encoders for Zero-shot Text Classification.

Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings.

R. Alexander Knipper, Md. Mahadi Hassan, Mehdi Sadi, Shubhra Kanti Karmaker Santu

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Learning to Generate Overlap Summaries through Noisy Synthetic Data.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study.

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies.

Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu

Proceedings of the IEEE International Conference on Big Data, 2022

Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE?

Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis.

Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020

A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities.

Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni

CoRR, 2020

Towards Automated Sexual Violence Report Tracking.

Naeemul Hassan, Amrit Poudel, Jason G. Hale, Claire Hubacek, Khandaker Tasnim Huq, Shubhra Kanti Karmaker Santu, Syed Ishtiaque Ahmed

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Empirical Analysis of Impact of Query-Specific Customization of nDCG: A Case-Study with Learning-to-Rank Methods.

Shubhra (Santu) K. Karmaker, Parikshit Sondhi, ChengXiang Zhai

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Influence mining from unstructured big data

Shubhra Kanti Karmaker Santu

PhD thesis, 2019

MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data.

Lei Xu, Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni

CoRR, 2019

TILM: Neural Language Models with Evolving Topical Influence.

Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, Chengxiang Zhai

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Analysis of Adaptive Training for Learning to Rank in Information Retrieval.

Saar Kuzi, Sahiti Labhishetty, Shubhra Kanti Karmaker Santu, Prasad Pradip Joshi, ChengXiang Zhai

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

SOFSAT: Towards a Setlike Operator based Framework for Semantic Analysis of Text.

Shubhra Kanti Karmaker Santu, Chase Geigle, Duncan C. Ferguson, William W. Cope, Mary Kalantzis, Duane Searsmith, Chengxiang Zhai

SIGKDD Explor., 2018

NRF: A Naive Re-identification Framework.

Shubhra Kanti Karmaker Santu, Vincent Bindschaedler, ChengXiang Zhai, Carl A. Gunter

Proceedings of the 2018 Workshop on Privacy in the Electronic Society, 2018

JIM: Joint Influence Modeling for Collective Search Behavior.

Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Modeling the Influence of Popular Trending Events on User Search Behavior.

Shubhra Kanti Karmaker Santu, Liangda Li, Dae Hoon Park, Yi Chang, ChengXiang Zhai

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

On Application of Learning to Rank for E-Commerce Search.

Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Study of Feature Construction for Text-based Forecasting of Time Series Variables.

Yiren Wang, Dominic Seyler, Shubhra Kanti Karmaker Santu, ChengXiang Zhai

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Generative Feature Language Models for Mining Implicit Features from Customer Reviews.

Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai

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

2014

Forecasting time series - A layered ensemble architecture.

Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Towards better generalization in Pittsburgh learning classifier systems.

Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase

Proceedings of the IEEE Congress on Evolutionary Computation, 2014