A benchmark for medical dataset-name extraction built from 691 research articles and 9,376 annotated mentions. BiomedBERT reached 60.7 percent mean exact-span F1 on same-pool data and 60.8 percent on an out-of-distribution test set.
@unpublished{haider2026medsetner,title={MedSETNER: A Benchmark Corpus for Extracting Dataset Names from Medical Scientific Literature},author={Haider, Taqi and Hussain, Nawazish and Zaidi, Syed Muhammad Irtiza and Pavlovskiy, Evgeniy Nikolaevich},year={2026},note={Accepted at the 13th International Conference on Analysis of Images, Social Networks and Texts (AIST 2026), CCIS track},}
ClaimGraph-BT: Automated Claim Extraction and Cross-Paper Comparison for Brain Tumor AI Literature
Nawazish Hussain, Taqi Haider, and Evgeniy Nikolaevich Pavlovskiy
Context-enhanced biomedical claim detection reached 0.8391 macro F1 and 0.9301 AUC on manually verified test data. Deterministic repair and grounding improved macro field-presence F1 from 0.1668 to 0.4850.
@unpublished{hussain2026claimgraph,title={ClaimGraph-BT: Automated Claim Extraction and Cross-Paper Comparison for Brain Tumor AI Literature},author={Hussain, Nawazish and Haider, Taqi and Pavlovskiy, Evgeniy Nikolaevich},year={2026},note={Accepted at AIST 2026, CCIS track},}
BrainTumorClaims: A Dataset for Scientific Claim Detection and Structured Information Extraction in Brain Tumor Literature
@misc{hussain2026braintumorclaims,title={BrainTumorClaims: A Dataset for Scientific Claim Detection and Structured Information Extraction in Brain Tumor Literature},author={Hussain, Nawazish and Haider, Taqi},year={2026},howpublished={Dataset, Novosibirsk State University},doi={10.5281/zenodo.20364566},}
Automatic Extraction of Medical Dataset Names from Research Papers
@misc{haider2026medicaldatasetsabstract,title={Automatic Extraction of Medical Dataset Names from Research Papers},author={Haider, Taqi},year={2026},note={Conference abstract accepted at BGRS/SB 2026},}
Artificial Intelligence for Plant Disease Detection: A Systematic Literature Review of Conventional and Advanced Methods
Dania Batool, Taqi Haider, Malik Ali Judge, Aisha Kanwal, and Jackie Lohana
2026
Manuscript under review at Artificial Intelligence in Agriculture
@unpublished{batool2026plantdisease,title={Artificial Intelligence for Plant Disease Detection: A Systematic Literature Review of Conventional and Advanced Methods},author={Batool, Dania and Haider, Taqi and Judge, Malik Ali and Kanwal, Aisha and Lohana, Jackie},year={2026},note={Manuscript under review at Artificial Intelligence in Agriculture},}
CivilNER: Task, Method and Dataset Mention Extraction from Civil Engineering Research Articles
@unpublished{haider2026civilner,title={CivilNER: Task, Method and Dataset Mention Extraction from Civil Engineering Research Articles},author={Haider, Taqi and Latushko, Anna and Mazine, Julia},year={2026},note={Work in progress},}