Madhusudhan, Sathwik Tejaswi

1. Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
   2024/07/23 by Madhusudhan, Nishanth, Madhusudhan, Sathwik Tejaswi, Yadav, Vikas +1 · 14 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences
   2024/03/12 by Pulkit Pattnaik, Rishabh Maheshwary, Pattnaik, Pulkit +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
3. Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels
   2024/06/25 by Razvan-Gabriel Dumitru, Vikas Yadav, Dumitru, Razvan-Gabriel +9 · 5 citations
   Engineering · #Advancements in Photolithography Techniques #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG) #Semiconductor materials and devices
4. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
   2025/02/03 by Masry, Ahmed, Rodriguez, Juan A., Zhang, Tianyu +19 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
   2025/08/13 by Masry, Ahmed, Puri, Abhay, Hashemi, Masoud +13 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
   2024/06/24 by Rishabh Maheshwary, Vikas Yadav, Maheshwary, Rishabh +7 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
7. Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
   2024/12/17 by Shiva Krishna Reddy Malay, Tiwari, Aman, Malay, Shiva Krishna Reddy +6 · 3 citations
   Computer Science · #Semantic Web and Ontologies #Graph Theory and Algorithms #Cognitive Computing and Networks
8. DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs
   2025/03/20 by Masoud Hashemi, Hashemi, Masoud, Oluwanifemi Bamgbose +8 · 2 citations
   Social Sciences · #Artificial Intelligence in Law