Research topic
This topic page groups Naser Ezzati-Jivan research papers related to benchmark datasets. Each linked record provides the paper's problem, method, findings, limitations, keywords, and authoritative source links.
Related search terms: benchmark datasets
4 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.
2025 · 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
The paper implements a timestamp-aware multimodal video-retrieval pipeline that joins speech transcription, sampled-frame captioning, text embeddings, and approximate-nearest-neighbor search.
Keywords: video retrieval · semantic search · timestamp alignment · AI video search · ACDSA 2025
2024 · 2024 ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE Companion)
The paper derives a 30-item taxonomy of log event characteristics that induce parsing errors and quantifies the characteristics with the largest impact across eight parsers.
Keywords: log parsing · log event characteristics · LEC taxonomy · LogHub · open coding
2024 · ACL 2024 Main Conference
The paper introduces WinoVis, a multimodal benchmark and analysis framework for testing pronoun disambiguation in text-to-image models.
Keywords: Winograd Schema Challenge · WinoVis · text-to-image models · pronoun disambiguation · DAAM
2010 · International Symposium on Information Management in a Changing World (IMCW 2010), Communications in Computer and Information Science 96
The paper combines automated Persian-news categorization with a web system for retrieving similar news items.
Keywords: Persian news · text categorization · document similarity · tf-idf · SVM