Rishabh Maheshwary
12 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Renaissance Researcher
(5)
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(8)
Deep Learning
(7)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Applications
(3)
Optimization & Theory · Machine Learning
(3)
Resources & Methods
(3)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Computer Science
(1)
Keywords
adversarial attack
(3)
large language model
(3)
math word problem
(2)
text classification
(2)
semantic similarity
(2)
black-box setting
(2)
curriculum learning
(1)
multilingual nlp
(1)
benchmark evaluation
(1)
attention mechanism
(1)
direct preference optimization
(1)
data augmentation
(1)
in-context learning
(1)
cross-lingual transfer
(1)
natural language processing
(1)
context understanding
(1)
multimodal learning
(1)
preference learning
(1)
language model alignment
(1)
model evaluation
(1)
Papers
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
ICLR 2025
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
NAACL 2025
M-RewardBench: Evaluating Reward Models in Multilingual Settings
ACL 2025
Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages
NAACL 2025
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs
ACL 2025
Enhancing Alignment using Curriculum Learning & Ranked Preferences
EMNLP 2024
Improving Selective Visual Question Answering by Learning From Your Peers
CVPR 2023
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers
NAACL 2022
A Context Aware Approach for Generating Natural Language Attacks
AAAI 2021
Adversarial Examples for Evaluating Math Word Problem Solvers
EMNLP 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting
EMNLP 2021
Generating Natural Language Attacks in a Hard Label Black Box Setting
AAAI 2021