Integration of Novel Image Based Features into Markov Random Field Model for Information Retrieval. - Sheikh Muhammad Sarwar; Mosaddek Hossain Kamal (AINA Workshops, 2012)

Personalized Query Expansion for Web Search Using Social Keywords. - Sheikh Muhammad Sarwar; Md. Anowarul Abedin; A. H. M. Sofi Ullah; Abdullah Al-Mamun 002 (iiWAS, 2013)

A Scalable Image Snippet Extraction Framework for Integration with Search Engines. - Sheikh Muhammad Sarwar; Md. Mustafizur Rahman; Md. Haider Ali; Ashique Mahmood Adnan (Comput. Inf. Sci., 2013)

A New User Similarity Computation Method for Collaborative Filtering Using Artificial Neural Network. - Noman Bin Mannan; Sheikh Muhammad Sarwar; Najeeb Elahi (EANN, 2014)

Approach to design a compact reversible low power binary comparator. - Hafiz Md. Hasan Babu; Nazir Saleheen; Lafifa Jamal; Sheikh Muhammad Sarwar; Tsutomu Sasao (IET Comput. Digit. Tech., 2014)

Analysis of the Adaptive Nature of Collaborative Filtering Techniques in Dynamic Environment. - Khaleda Akhter; Sheikh Muhammad Sarwar (AIST, 2015)

Approximating Social Ties Based on Call Logs: Whom Should We Prioritize? - Mohammad Erfan; Alim Ul Gias; Sheikh Muhammad Sarwar; Kazi Sakib (AIST (Supplement), 2015)

User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust. - Falguni Roy; Sheikh Muhammad Sarwar; Mahamudul Hasan (AIST, 2015)

Similarity Aggregation for Collaborative Filtering. - Sheikh Muhammad Sarwar; Mahamudul Hasan; Masum Billal; Dmitry I. Ignatov (AIST, 2015)

An efficient method for extracting subtrees against forest query. - Shafaet Ashraf; Sheikh Muhammad Sarwar; Md. Abeed Hassan; Saifuddin Md. Tareeq; Anna Fariha (IMCOM, 2015)

Two-stage Cascaded Classifier for Purchase Prediction. - Sheikh Muhammad Sarwar; Mahamudul Hasan; Dmitry I. Ignatov (CoRR, 2015)

Personalized Language Models for Computer-mediated Communication. - Umme Hafsa Billah; Sheikh Muhammad Sarwar; Abdullah Al-Mamun 002 (CDUD@CLA, 2016)

Software Defect Prediction Using Feature Space Transformation. - Md. Habibur Rahman; Sadia Sharmin; Sheikh Muhammad Sarwar; Mohammad Shoyaib (ICC 2016, 2016)

Term Relevance Feedback for Contextual Named Entity Retrieval. - Sheikh Muhammad Sarwar; John Foley; James Allan (CHIIR, 2018)

SQuID: Semantic Similarity-Aware Query Intent Discovery. - Anna Fariha; Sheikh Muhammad Sarwar; Alexandra Meliou (SIGMOD Conference, 2018)

Named Entity Recognition with Extremely Limited Data. - John Foley; Sheikh Muhammad Sarwar; James Allan (CoRR, 2018)

A Multi-Task Architecture on Relevance-based Neural Query Translation. - Sheikh Muhammad Sarwar; Hamed R. Bonab; James Allan (ACL (1), 2019)

SearchIE: A Retrieval Approach for Information Extraction. - Sheikh Muhammad Sarwar; James Allan (ICTIR, 2019)

Sentence Retrieval for Entity List Extraction with a Seed, Context, and Topic. - Sheikh Muhammad Sarwar; John Foley; Liu Yang 005; James Allan (ICTIR, 2019)

Semantic Driven Fielded Entity Retrieval. - Shahrzad Naseri; Sheikh Muhammad Sarwar; James Allan (CoRR, 2019)

Search Result Diversification with Guarantee of Topic Proportionality. - Sheikh Muhammad Sarwar; Raghavendra Addanki; Ali Montazeralghaem; Soumyabrata Pal; James Allan (ICTIR, 2020)

Training Effective Neural CLIR by Bridging the Translation Gap. - Hamed R. Bonab; Sheikh Muhammad Sarwar; James Allan (SIGIR, 2020)

Query by Example for Cross-Lingual Event Retrieval. - Sheikh Muhammad Sarwar; James Allan (SIGIR, 2020)

Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence. - Andrew Halterman; Katherine A. Keith; Sheikh Muhammad Sarwar; Brendan O'Connor 001 (ACL/IJCNLP (Findings), 2021)

Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval. - Zhiqi Huang 002; Hamed R. Bonab; Sheikh Muhammad Sarwar; Razieh Rahimi; James Allan (CIKM, 2021)

Utility of Missing Concepts in Query-biased Summarization. - Sheikh Muhammad Sarwar; Felipe Moraes; Jiepu Jiang; James Allan (SIGIR, 2021)

Detecting Abusive Language on Online Platforms: A Critical Analysis. - Preslav Nakov; Vibha Nayak; Kyle Dent; Ameya Bhatawdekar; Sheikh Muhammad Sarwar; Momchil Hardalov; Yoan Dinkov; Dimitrina Zlatkova; Guillaume Bouchard; Isabelle Augenstein (CoRR, 2021)

A Neighbourhood Framework for Resource-Lean Content Flagging. - Sheikh Muhammad Sarwar; Dimitrina Zlatkova; Momchil Hardalov; Yoan Dinkov; Isabelle Augenstein; Preslav Nakov (CoRR, 2021)

AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction. - Dong-Ho Lee; Ravi Kiran Selvam; Sheikh Muhammad Sarwar; Bill Yuchen Lin; Mahak Agarwal; Fred Morstatter; Jay Pujara; Elizabeth Boschee; James Allan; Xiang Ren 001 (CoRR, 2021)

Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach. - Sheikh Muhammad Sarwar; Vanessa Murdock 001 (ICWSM, 2022)

A Neighborhood Framework for Resource-Lean Content Flagging. - Sheikh Muhammad Sarwar; Dimitrina Zlatkova; Momchil Hardalov; Yoan Dinkov; Isabelle Augenstein; Preslav Nakov (Trans. Assoc. Comput. Linguistics, 2022)

AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction. - Dong-Ho Lee; Ravi Kiran Selvam; Sheikh Muhammad Sarwar; Bill Yuchen Lin; Fred Morstatter; Jay Pujara; Elizabeth Boschee; James Allan; Xiang Ren 001 (EACL, 2023)

Hierarchical Transformer-based Query by Multiple Documents. - Zhiqi Huang 002; Shahrzad Naseri; Hamed R. Bonab; Sheikh Muhammad Sarwar; James Allan (ICTIR, 2023)

Searching for Products in Virtual Reality: Understanding the Impact of Context and Result Presentation on User Experience. - Austin R. Ward; Sandeep Avula; Hao Fei Cheng; Sheikh Muhammad Sarwar; Vanessa Murdock 001; Eugene Agichtein (SIGIR, 2023)

REAPER: Reasoning based Retrieval Planning for Complex RAG Systems. - Ashutosh Joshi; Sheikh Muhammad Sarwar; Samarth Varshney; Sreyashi Nag; Shrivats Agrawal; Juhi Naik (CIKM, 2024)

Target Span Detection for Implicit Harmful Content. - Nazanin Jafari; James Allan; Sheikh Muhammad Sarwar (ICTIR, 2024)

MultiFOLD: Multi-source Domain Adaption for Offensive Language Detection. - Aymé Arango; Parisa Kaghazgaran; Sheikh Muhammad Sarwar; Vanessa Murdock 001; C. J. Lee (ICWSM, 2024)

Scalable and Effective Generative Information Retrieval. - Hansi Zeng; Chen Luo 003; Bowen Jin; Sheikh Muhammad Sarwar; Tianxin Wei; Hamed Zamani (WWW, 2024)

Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go. - Arnav Arora; Preslav Nakov; Momchil Hardalov; Sheikh Muhammad Sarwar; Vibha Nayak; Yoan Dinkov; Dimitrina Zlatkova; Kyle Dent; Ameya Bhatawdekar; Guillaume Bouchard; Isabelle Augenstein (ACM Comput. Surv., 2024)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (ACL (1), 2025)

Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data. - Juanhui Li; Sreyashi Nag; Hui Liu 031; Xianfeng Tang; Sheikh Muhammad Sarwar; Limeng Cui; Hansu Gu; Suhang Wang; Qi He 002; Jiliang Tang (NAACL (Findings), 2025)

EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association. - Weiqi Wang 001; Limeng Cui; Xin Liu; Sreyashi Nag; Wenju Xu; Chen Luo 003; Sheikh Muhammad Sarwar; Yang Li; Hansu Gu; Hui Liu; Changlong Yu; Jiaxin Bai; et al. (CoRR, 2025)

RRO: LLM Agent Optimization Through Rising Reward Trajectories. - Zilong Wang 002; Jingfeng Yang 001; Sreyashi Nag; Samarth Varshney; Xianfeng Tang; Haoming Jiang; Jingbo Shang; Sheikh Muhammad Sarwar (CoRR, 2025)