Sathwik Tejaswi Madhusudhan
10 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad 🗃️ Keyword Collector (53)
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The Questioner
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Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(8)
Machine Learning
(5)
Natural Language Processing
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Keywords
large language model
(7)
benchmark evaluation
(2)
multimodal learning
(2)
contrastive learning
(1)
curriculum learning
(1)
uncertainty quantification
(1)
benchmark suite
(1)
knowledge distillation
(1)
cross-lingual transfer
(1)
neural network optimization
(1)
document understanding
(1)
language model evaluation
(1)
code generation
(1)
document retrieval
(1)
language model alignment
(1)
direct preference optimization
(1)
synthetic data generation
(1)
model alignment
(1)
language model
(1)
model quantization
(1)
Papers
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs
AAAI 2026
Grammar Search for Multi-Agent Systems
ACL 2026
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
NAACL 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
EMNLP 2025
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
COLING 2025
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
NAACL 2025
Revitalizing Saturated Benchmarks: A Weighted Metric Approach for Differentiating Large Language Model Performance
NAACL 2025
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs
ACL 2025
Enhancing Alignment using Curriculum Learning & Ranked Preferences
EMNLP 2024