Search Results - "Sisman, Bunyamin"

Exploiting spatial code proximity and order for improved source code retrieval for bug localization by Sisman, Bunyamin, Akbar, Shayan A., Kak, Avinash C.

“…Practically all information retrieval based approaches developed to date for automatic bug localization are based on the bag‐of‐words assumption that ignores…”
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Source code retrieval from large software libraries for automatic bug localization by Sisman, Bunyamin

“…This dissertation advances the state-of-the-art in information retrieval (IR) based approaches to automatic bug localization in software. In an IR-based…”
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Assisting code search with automatic Query Reformulation for bug localization by Sisman, Bunyamin, Kak, Avinash C.

“…Source code retrieval plays an important role in many software engineering tasks. However, designing a query that can accurately retrieve the relevant software…”
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Diffusion Models For Multi-Modal Generative Modeling by Chen, Changyou, Ding, Han, Sisman, Bunyamin, Xu, Yi, Xie, Ouye, Yao, Benjamin Z, Tran, Son Dinh, Zeng, Belinda

“…Diffusion-based generative modeling has been achieving state-of-the-art results on various generation tasks. Most diffusion models, however, are limited to a…”
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DiffXtract: Joint Discriminative Product Attribute-Value Extraction by Embar, Varun, Kan, Andrey, Sisman, Bunyamin, Faloutsos, Christos, Getoor, Lise

“…Identifying discriminative attributes between prod-uct variations, e.g., the same wristwatch models but in different finishes, is crucial for improving…”
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CorDEL: A Contrastive Deep Learning Approach for Entity Linkage by Wang, Zhengyang, Sisman, Bunyamin, Wei, Hao, Dong, Xin Luna, Ji, Shuiwang

“…Entity linkage (EL) is a critical problem in data cleaning and integration. In the past several decades, EL has typically been done by rule-based systems or…”
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CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction by Jiang, Zhengbao, Han, Jialong, Sisman, Bunyamin, Dong, Xin Luna

“…Integrating extracted knowledge from the Web to knowledge graphs (KGs) can facilitate tasks like question answering. We study relation integration that aims to…”
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Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation by Jin, Di, Sisman, Bunyamin, Wei, Hao, Dong, Xin Luna, Koutra, Danai

“…Multi-source entity linkage focuses on integrating knowledge from multiple sources by linking the records that represent the same real world entity. This is…”
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Incorporating version histories in Information Retrieval based bug localization by Sisman, B., Kak, A. C.

“…Fast and accurate localization of software defects continues to be a difficult problem since defects can emanate from a large variety of sources and can often…”
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CorDEL: A Contrastive Deep Learning Approach for Entity Linkage by Wang, Zhengyang, Sisman, Bunyamin, Wei, Hao, Dong, Xin Luna, Ji, Shuiwang

“…Entity linkage (EL) is a critical problem in data cleaning and integration. In the past several decades, EL has typically been done by rule-based systems or…”
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Source code retrieval from large software libraries for automatic bug localization by Sisman, Bunyamin

“…This dissertation advances the state-of-the-art in information retrieval (IR) based approaches to automatic bug localization in software. In an IR-based…”
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Efficient Knowledge Graph Accuracy Evaluation by Gao, Junyang, Li, Xian, Xu, Yifan Ethan, Sisman, Bunyamin, Dong, Xin Luna, Yang, Jun

“…Estimation of the accuracy of a large-scale knowledge graph (KG) often requires humans to annotate samples from the graph. How to obtain statistically…”
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On the use of positional proximity in IR-based feature location by Hill, Emily, Sisman, Bunyamin, Kak, Avinash

“…As software systems continue to grow and evolve, locating code for software maintenance tasks becomes increasingly difficult. Recently proposed approaches to…”
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AutoBlock: A Hands-off Blocking Framework for Entity Matching by Zhang, Wei, Wei, Hao, Sisman, Bunyamin, Dong, Xin Luna, Faloutsos, Christos, Page, David

“…Entity matching seeks to identify data records over one or multiple data sources that refer to the same real-world entity. Virtually every entity matching task…”
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LinkNBed: Multi-Graph Representation Learning with Entity Linkage by Trivedi, Rakshit, Sisman, Bunyamin, Ma, Jun, Faloutsos, Christos, Zha, Hongyuan, Dong, Xin Luna

“…Knowledge graphs have emerged as an important model for studying complex multi-relational data. This has given rise to the construction of numerous large scale…”
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Incorporating version histories in information retrieval based bug localization by Sisman, Bunyamin, Kak, Avinash C.

“…Fast and accurate localization of software defects continues to be a difficult problem since defects can emanate from a large variety of sources and can often…”
Get full text