A unified framework for derivation and implementation of Savitzky-Golay filters. - Çagatay Candan; Hakan Inan (Signal Process., 2014)

Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling. - Hakan Inan; Khashayar Khosravi; Richard Socher (ICLR (Poster), 2017)

Robust Estimation of Neural Signals in Calcium Imaging. - Hakan Inan; Murat A. Erdogdu; Mark J. Schnitzer (NIPS, 2017)

Towards Deep and Representation Learning for Talent Search at LinkedIn. - Rohan Ramanath; Hakan Inan; Gungor Polatkan; Bo Hu; Qi Guo 003; Cagri Ozcaglar; Xianren Wu; Krishnaram Kenthapadi; Sahin Cem Geyik (CIKM, 2018)

Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data. - Ankit Arun; Soumya Batra; Vikas Bhardwaj; Ashwini Challa; Pinar Donmez; Peyman Heidari; Hakan Inan; Shashank Jain; Anuj Kumar; Shawn Mei; Karthik Mohan; Michael White 001 (COLING (Industry), 2020)

Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering. - Stan Peshterliev; Barlas Oguz; Debojeet Chatterjee; Hakan Inan; Vikas Bhardwaj (CoRR, 2021)

Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task. - Hakan Inan; Rashi Rungta; Yashar Mehdad (CoRR, 2022)

Llama 2: Open Foundation and Fine-Tuned Chat Models. - Hugo Touvron; Louis Martin; Kevin Stone; Peter Albert; Amjad Almahairi; Yasmine Babaei; Nikolay Bashlykov; Soumya Batra; Prajjwal Bhargava; Shruti Bhosale; Dan Bikel; Lukas Blecher; et al. (CoRR, 2023)

Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations. - Hakan Inan; Kartikeya Upasani; Jianfeng Chi; Rashi Rungta; Krithika Iyer; Yuning Mao; Michael Tontchev; Qing Hu; Brian Fuller; Davide Testuggine; Madian Khabsa (CoRR, 2023)

Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency. - Sungho Jeon 002; Ching-Feng Yeh; Hakan Inan; Wei-Ning Hsu; Rashi Rungta; Yashar Mehdad; Daniel Bikel (ICASSP Workshops, 2024)

ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets. - Yiqi Jiang; Hakki O. Akengin; Ji Zhou; Mehmet Aslihak; Yang Li; Radoslaw Chrapkiewicz; Oscar Hernandez; Sadegh Ebrahimi; Omar Jaidar; Yanping Zhang; Hakan Inan; Christopher Miranda; et al. (NeurIPS, 2024)