First Attempt at Building Parallel Corpora for Machine Translation of Northeast India's Very Low-Resource Languages. - Atnafu Lambebo Tonja; Melkamu Mersha; Ananya Kalita; Olga Kolesnikova; Jugal Kalita (CoRR, 2023)

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms. - Melkamu Abay Mersha; Mesay Gemeda Yigezu; Jugal Kalita (ACLING, 2024)

Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI. - Mesay Gemeda Yigezu; Melkamu Abay Mersha; Girma Yohannis Bade; Jugal Kalita; Olga Kolesnikova; Alexander F. Gelbukh (ACLING, 2024)

Agile TLB Prefetching and Prediction Replacement Policy. - Melkamu Mersha; Tsion Abay; Mingziem Bitewa; Gedare Bloom (CoRR, 2024)

Explainability in Neural Networks for Natural Language Processing Tasks. - Melkamu Mersha; Mingiziem Bitewa; Tsion Abay; Jugal Kalita (CoRR, 2024)

Explainable artificial intelligence: A survey of needs, techniques, applications, and future direction. - Melkamu Mersha; Khang Nhut Lam; Joseph Wood; Ali K. AlShami; Jugal Kalita (Neurocomputing, 2024)

Explainable AI: XAI-guided context-aware data augmentation. - Melkamu Abay Mersha; Mesay Gemeda Yigezu; Atnafu Lambebo Tonja; Hassan Shakil; Samer Iskander; Olga Kolesnikova; Jugal Kalita (Expert Syst. Appl., 2025)

Evaluating the effectiveness of XAI techniques for encoder-based language models. - Melkamu Mersha; Mesay Gemeda Yigezu; Jugal Kalita (Knowl. Based Syst., 2025)

A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs. - Melkamu Abay Mersha; Mesay Gemeda Yigezu; Hassan Shakil; Ali Al shami; SangHyun Byun; Jugal Kalita (CoRR, 2025)

SMART-vision: survey of modern action recognition techniques in vision. - Ali K. AlShami; Ryan Rabinowitz; Khang Nhut Lam; Yousra Shleibik; Melkamu Mersha; Terrance E. Boult; Jugal Kalita (Multim. Tools Appl., 2025)