Siddharth Singh
8 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31) 🌍 Conference Polyglot · Silver
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Unstoppable · Bronze
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Renaissance Researcher
(9)
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Keyword Collector
(57)
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Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Learning Types
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Resources & Methods
(3)
Computer Science
(2)
Robotics
(2)
Applications
(2)
Architectures
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Keywords
large language model
(2)
domain generalization
(1)
convolutional neural network
(1)
text classification
(1)
uncertainty quantification
(1)
attention mechanism
(1)
speech recognition
(1)
text annotation
(1)
object goal navigation
(1)
language identification
(1)
low-rank approximation
(1)
exploration-exploitation tradeoff
(1)
low-resource language
(1)
generative model
(1)
transfer learning
(1)
long short-term memory
(1)
model training
(1)
language model
(1)
next-token prediction
(1)
robotic manipulation
(1)
Papers
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite
ACL 2025
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
NeurIPS 2024
HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text
COLING 2024
Loki: Low-rank Keys for Efficient Sparse Attention
NeurIPS 2024
An Open-source Web-based Application for Development of Resources and Technologies in Underresourced Languages
EMNLP 2023
Learning to Map for Active Semantic Goal Navigation
ICLR 2022
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification
NAACL 2021
RoboNet: Large-Scale Multi-Robot Learning
CoRL 2019