Md Arafat Sultan

1. FIRST: Faster Improved Listwise Reranking with Single Token Decoding
   2024/06/21 by Revanth Gangi Reddy, Reddy, Revanth Gangi, JaeHyeok Doo +11 · 32 citations
   Computer Science · #Error Correcting Code Techniques #Cooperative Communication and Network Coding #Coding theory and cryptography
2. Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations
   2024/02/19 by Md Arafat Sultan, Sultan, Md Arafat, Jatin Ganhotra +3 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Self-Refinement of Language Models from External Proxy Metrics Feedback
   2024/02/27 by Keshav Ramji, Ramji, Keshav, Young‐Suk Lee +13 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
4. Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering
   2022/05/15 by Md Arafat Sultan, Sultan, Md Arafat, Avirup Sil +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
5. Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy?
   2023/01/30 by Md Arafat Sultan, Sultan, Md Arafat · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
6. Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels
   2024/06/17 by Jasper Xian, S. Justin Samuel, Xian, Jasper +16 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Technology and Data Analysis