Barlas Oğuz
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Dense Passage Retrieval for Open-Domain Question Answering(2020)142 cited
- → LLM-QAT: Data-Free Quantization Aware Training for Large Language Models(2024)93 cited
- → UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering(2022)69 cited
- → NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned(2021)64 cited
- → MLQA: Evaluating Cross-lingual Extractive Question Answering(2020)52 cited
- → Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification(2018)44 cited
- → Domain-matched Pre-training Tasks for Dense Retrieval(2022)40 cited
- → Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?(2022)36 cited
- → Hierarchical Video-Moment Retrieval and Step-Captioning(2023)35 cited
- → How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval(2023)34 cited