Saurabh Kumar
15 papers · 2019–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (10)
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Academic Marathon
(6)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(10)
🧬
Topic Evolution
🔥
Unstoppable
(7)
💎
Century Club
(15)
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(77)
Conferences
ICML (4)
COLING (2)
INTERSPEECH (2)
NIPS (2)
ACL (1)
EMNLP (1)
ICLR (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
multilingual nlp
(3)
indian language
(3)
reinforcement learning
(3)
transformer model
(2)
social media analysis
(2)
deep reinforcement learning
(2)
emotion detection
(2)
domain adaptation
(1)
machine translation
(1)
few-shot learning
(1)
self-supervised learning
(1)
dataset creation
(1)
speech recognition
(1)
multi-task learning
(1)
text representation
(1)
policy gradient
(1)
multi-label classification
(1)
convergence analysis
(1)
policy learning
(1)
machine-generated text detection
(1)
Papers
indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages
SEMEVAL 2025
EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays
COLING 2025
Team IndiDataMiner at IndoNLP 2025: Hindi Back Transliteration - Roman to Devanagari using LLaMa
COLING 2025
Learning Continually by Spectral Regularization
ICLR 2025
indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages
ACL 2025
Adapter pre-training for improved speech recognition in unseen domains using low resource adapter tuning of self-supervised models
INTERSPEECH 2024
IndiSentiment140: Sentiment Analysis Dataset for Indian Languages with Emphasis on Low-Resource Languages using Machine Translation
NAACL 2024
IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment
EMNLP 2023
A Parametric Class of Approximate Gradient Updates for Policy Optimization
ICML 2022
Gram Vaani ASR Challenge on spontaneous telephone speech recordings in regional variations of Hindi
INTERSPEECH 2022
Characterizing the Gap Between Actor-Critic and Policy Gradient
ICML 2021
Gradient Surgery for Multi-Task Learning
NIPS 2020
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL
NIPS 2020
Statistics and Samples in Distributional Reinforcement Learning
ICML 2019
DeepMDP: Learning Continuous Latent Space Models for Representation Learning
ICML 2019