5 papers
AgriLens: Semantic Retrieval in Agricultural Texts Using Topic Modeling and Language Models
Heba Shakeel, Tanvir Ahmad, Tanya Liyaqat +1
As the volume of unstructured text continues to grow across domains, there is an urgent need for scalable methods that enable interpretable organization, summarization, and retriev…
Holistix: A Dataset for Holistic Wellness Dimensions Analysis in Mental Health Narratives
Heba Shakeel, Tanvir Ahmad, Chandni Saxena
We introduce a dataset for classifying wellness dimensions in social media user posts, covering six key aspects: physical, emotional, social, intellectual, spiritual, and vocationa…
Stacked ensemble\-based mutagenicity prediction model using multiple modalities with graph attention network
Tanya Liyaqat, Tanvir Ahmad, Mohammad Kashif +1
Mutagenicity is a concern due to its association with genetic mutations which can result in a variety of negative consequences, including the development of cancer. Earlier identif…
Advancements in Molecular Property Prediction: A Survey of Single and Multimodal Approaches
Tanya Liyaqat, Tanvir Ahmad, Chandni Saxena
Molecular Property Prediction (MPP) plays a pivotal role across diverse domains, spanning drug discovery, material science, and environmental chemistry. Fueled by the exponential g…
Exploring learning environments for label\-efficient cancer diagnosis
Samta Rani, Tanvir Ahmad, Sarfaraz Masood +1
Despite significant research efforts and advancements, cancer remains a leading cause of mortality. Early cancer prediction has become a crucial focus in cancer research to streaml…