Melkamu Mersha

According to our database, Melkamu Mersha authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Explainable AI: Context-aware layer-wise integrated gradients for explaining transformer models.

Melkamu Abay Mersha, Jugal Kalita

Neurocomputing, 2026

Agentic AI systems: A systematic survey of multi-agent architectures, cognitive foundations, interaction, explainability, security, and performance evaluation.

Smita Khapre, Melkamu Abay Mersha, Zainab Olalekan, Hassan Shakil, Samer Iskander, Asser Moustafa, Jugal Kalita

Neurocomputing, 2026

Toxicity in online platforms and AI systems: A survey of needs, challenges, mitigations, and future directions.

Smita Khapre, Melkamu Abay Mersha, Hassan Shakil, Jonali Baruah, Jugal Kalita

Expert Syst. Appl., 2026

2025

Semantic-Driven Topic Modeling for Analyzing Creativity in Virtual Brainstorming.

Melkamu Abay Mersha, Jugal Kalita

CoRR, September, 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., August, 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, March, 2025

Evaluating the effectiveness of XAI techniques for encoder-based language models.

Melkamu Mersha, Mesay Gemeda Yigezu, Jugal Kalita

Knowl. Based Syst., 2025

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

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

Explainability in Neural Networks for Natural Language Processing Tasks.

Melkamu Mersha, Mingiziem Bitewa, Tsion Abay, Jugal Kalita

CoRR, 2024

Agile TLB Prefetching and Prediction Replacement Policy.

Melkamu Mersha, Tsion Abay, Mingziem Bitewa, Gedare Bloom

CoRR, 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

Proceedings of the 6th International Conference on AI in Computational Linguistics, 2024

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms.

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kalita

Proceedings of the 6th International Conference on AI in Computational Linguistics, 2024

2023

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

Proceedings of the 20th International Conference on Natural Language Processing, 2023