Zeynep Akkalyoncu
Zeynep Akkalyoncu
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Research & Personal Projects
Personal Projects
Coming soon
Research Projects
Birch
Document retrieval system based on sentence modeling with BERT
Sparksolrini
Apache Solr integration with Apache Spark for scalable text analytical applications
Tardis
Framework for distributed ensembles of seq2seq models with Keras and PySpark
Multimodal Shared Latent Space
Deep neural architecture to construct a shared latent space for three modalities (text, speech and video) and perform inference on an unseen modality from the aligned vector
Publications
[1] Zeynep Akkalyoncu Yilmaz, Charles LA Clarke, Jimmy Lin. 2020. A Lightweight Environment for Learning Experimental IR Research Practices. (SIGIR ‘20).
[2] Zeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin. 2019. Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval. (EMNLP-ICJNLP ‘19).
[3] Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin. 2019. Applying BERT to Document Retrieval with Birch. (EMNLP-ICJNLP ‘19)
[4] Ryan Clancy, Jaejun Lee, Zeynep Akkalyoncu Yilmaz, and Jimmy Lin. 2019. Information Retrieval Meets Scalable Text Analytics: Solr Integration with Spark. (SIGIR ’19).
Zeynep Akkalyoncu
Zeynep Akkalyoncu