Shubhra Kanti Karmaker Santu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 43

Top Topics

Similarity Metric

Natural Language

Extractive Summarization

Search Behavior

Top Venues

WWW (Companion Volume)

Publications

Matthew Freestone, Shubhra Kanti Karmaker Santu
Word Embeddings Revisited: Do LLMs Offer Something New? CoRR (2024)
Md. Mahadi Hassan, Alex Knipper, Shubhra Kanti Karmaker Santu
Introducing "Forecast Utterance" for Conversational Data Science. Trans. Mach. Learn. Res. 2024 (2024)
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.
Prompting LLMs to Compose Meta-Review Drafts from Peer-Review Narratives of Scholarly Manuscripts. CoRR (2024)
Md. Mahadi Hassan, John Salvador, Shubhra Kanti Karmaker Santu, Akond Rahman
State Reconciliation Defects in Infrastructure as Code. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Souvika Sarkar, Mohammad Fakhruddin Babar, Md. Mahadi Hassan, Monowar Hasan, Shubhra Kanti Karmaker Santu
Processing Natural Language on Embedded Devices: How Well Do Modern Models Perform? ICPE (2024)
R. Alexander Knipper, Kaniz Mishty, Mehdi Sadi, Shubhra Kanti Karmaker Santu
SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks. CoRR (2024)
Mousumi Akter, Shubhra Kanti Karmaker Santu
FaNS: a Facet-based Narrative Similarity Metric. CoRR (2023)
Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu
On Evaluation of Bangla Word Analogies. EMNLP (2023)
Souvika Sarkar, Mohammad Fakhruddin Babar, Md. Mahadi Hassan, Monowar Hasan, Shubhra Kanti Karmaker Santu
Exploring Challenges of Deploying BERT-based NLP Models in Resource-Constrained Embedded Devices. CoRR (2023)
Shubhra Kanti Karmaker Santu, Dongji Feng
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks. CoRR (2023)
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu
Zero-Shot Multi-Label Topic Inference with Sentence Encoders. CoRR (2023)
Mousumi Akter, Shubhra Kanti Karmaker Santu
Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization. CoRR (2023)
Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu
On Evaluation of Bangla Word Analogies. CoRR (2023)
Shubhra Kanti Karmaker Santu, Dongji Feng
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks. EMNLP (Findings) (2023)
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu
Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs. EMNLP (2023)
Md. Mahadi Hassan, R. Alexander Knipper, Shubhra Kanti Karmaker Santu
ChatGPT as your Personal Data Scientist. CoRR (2023)
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
Learning to Generate Overlap Summaries through Noisy Synthetic Data. EMNLP (2022)
Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, Chengxiang Zhai, Kalyan Veeramachaneni
AutoML to Date and Beyond: Challenges and Opportunities. ACM Comput. Surv. 54 (8) (2022)
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu
Exploring Universal Sentence Encoders for Zero-shot Text Classification. AACL/IJCNLP (2) (2022)
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark. CoRR (2022)
Shubhra Kanti Karmaker Santu, Dongji Feng
Joint Upper & Lower Bound Normalization for IR Evaluation. CoRR (2022)
R. Alexander Knipper, Md. Mahadi Hassan, Mehdi Sadi, Shubhra Kanti Karmaker Santu
Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings. AACL/IJCNLP (1) (2022)
Souvika Sarkar, Shubhra Kanti Karmaker Santu
Concept Annotation from Users Perspective: A New Challenge. WWW (Companion Volume) (2022)
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study. COLING (2022)
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale. EMNLP (2022)
Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu
Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? ACL (Findings) (2022)
Yash Mahajan, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies. Big Data (2022)
Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis. IUI Companion (2021)
Naeemul Hassan, Amrit Poudel, Jason G. Hale, Claire Hubacek, Khandaker Tasnim Huq, Shubhra Kanti Karmaker Santu, Syed Ishtiaque Ahmed
Towards Automated Sexual Violence Report Tracking. ICWSM (2020)
Shubhra Kanti Karmaker Santu, Md. Mahadi Hassan, Micah J. Smith, Lei Xu, ChengXiang Zhai, Kalyan Veeramachaneni
A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities. CoRR (2020)
Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai
JIM: Joint Influence Modeling for Collective Search Behavior. CoRR (2019)
Saar Kuzi, Sahiti Labhishetty, Shubhra Kanti Karmaker Santu, Prasad Pradip Joshi, ChengXiang Zhai
Analysis of Adaptive Training for Learning to Rank in Information Retrieval. CIKM (2019)
Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
On Application of Learning to Rank for E-Commerce Search. CoRR (2019)
Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, Chengxiang Zhai
TILM: Neural Language Models with Evolving Topical Influence. CoNLL (2019)
Naeemul Hassan, Amrit Poudel, Jason Hale, Claire Hubacek, Khandakar Tasnim Huq, Shubhra Kanti Karmaker Santu, Syed Ishtiaque Ahmed
Towards Automated Sexual Violence Report Tracking. CoRR (2019)
Lei Xu, Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni
MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data. CoRR (2019)
Shubhra Kanti Karmaker Santu, Vincent Bindschaedler, ChengXiang Zhai, Carl A. Gunter
NRF: A Naive Re-identification Framework. WPES@CCS (2018)
Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai
JIM: Joint Influence Modeling for Collective Search Behavior. CIKM (2018)
Shubhra Kanti Karmaker Santu, Chase Geigle, Duncan C. Ferguson, William W. Cope, Mary Kalantzis, Duane Searsmith, Chengxiang Zhai
SOFSAT: Towards a Setlike Operator based Framework for Semantic Analysis of Text. SIGKDD Explor. 20 (2) (2018)
Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
On Application of Learning to Rank for E-Commerce Search. SIGIR (2017)
Shubhra Kanti Karmaker Santu, Liangda Li, Dae Hoon Park, Yi Chang, ChengXiang Zhai
Modeling the Influence of Popular Trending Events on User Search Behavior. WWW (Companion Volume) (2017)
Yiren Wang, Dominic Seyler, Shubhra Kanti Karmaker Santu, ChengXiang Zhai
A Study of Feature Construction for Text-based Forecasting of Time Series Variables. CIKM (2017)
Shubhra Kanti Karmaker Santu, Parikshit Sondhi, ChengXiang Zhai
Generative Feature Language Models for Mining Implicit Features from Customer Reviews. CIKM (2016)
Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase
Forecasting time series - A layered ensemble architecture. IJCNN (2014)
Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase
Towards better generalization in Pittsburgh learning classifier systems. IEEE Congress on Evolutionary Computation (2014)