Mehdad, Yashar

1. Effective Long-Context Scaling of Foundation Models
   2023/09/27 by Wenhan Xiong, Jingyu Liu, Xiong, Wenhan +40 · 2 voices · 43 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
2. LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
   2023/05/29 by Zechun Liu, Liu, Zechun, Barlas Oğuz +15 · 33 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
3. Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
   2020/09/27 by W. Xiong, Xiang Lorraine Li, Xiong, Wenhan +18 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
4. How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
   2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 15 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
5. BiT: Robustly Binarized Multi-distilled Transformer
   2022/05/25 by Zechun Liu, Barlas Oğuz, Liu, Zechun +13 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
6. Efficient One-Pass End-to-End Entity Linking for Questions
   2020/10/06 by Li, Belinda Z., Min, Sewon, Iyer, Srinivasan +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
   2020/12/29 by Barlas Oğuz, Xilun Chen, Oguz, Barlas +15 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
8. Domain-matched Pre-training Tasks for Dense Retrieval
   2021/07/28 by Oğuz, Barlas, Lakhotia, Kushal, Gupta, Anchit +8 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
9. Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
   2021/10/13 by Xilun Chen, Chen, Xilun, Kushal Lakhotia +15 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Genomics and Phylogenetic Studies
10. CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
    2022/11/18 by Minghan Li, Sheng-Chieh Lin, Li, Minghan +13 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
11. Improving Zero and Few-Shot Abstractive Summarization with Intermediate\n Fine-tuning and Data Augmentation
    2020/10/24 by Alexander R. Fabbri, Fabbri, Alexander R., Simeng Han +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
12. Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing
    2020/10/07 by Chen, Xilun, Ghoshal, Asish, Mehdad, Yashar +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
    2021/01/01 by Min, Sewon, Boyd-Graber, Jordan, Alberti, Chris +50 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
    2021/06/01 by Fabbri, Alexander R., Rahman, Faiaz, Rizvi, Imad +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Adapting Pretrained Text-to-Text Models for Long Text Sequences
    2022/09/21 by Wenhan Xiong, Anchit Gupta, Xiong, Wenhan +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
16. Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task
    2022/09/28 by Inan, Hakan, Rungta, Rashi, Mehdad, Yashar · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging
    2017/07/14 by Sheng Chen, Chen, Sheng, Akshay Soni +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
18. Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support
    2025/10/08 by Cen Mia Zhao, Zhao, Cen Mia, Tiantian Zhang +19 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI