Prajjwal Bhargava
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
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Research topics
Artificial Intelligence
(5)
Deep Learning
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Core AI
(5)
Natural Language Processing
(4)
Architectures
(3)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Applications
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Keywords
pre-trained language model
(2)
commonsense reasoning
(2)
continual pre-training
(2)
natural language inference
(2)
attention mechanism
(1)
computational efficiency
(1)
offline reinforcement learning
(1)
multimodal learning
(1)
text classification
(1)
semantic analysis
(1)
language model evaluation
(1)
model merging
(1)
commonsense knowledge
(1)
model interpretability
(1)
behavior cloning
(1)
instruction tuning
(1)
language model
(1)
model generalization
(1)
sparse reward
(1)
knowledge representation
(1)
Papers
BTS: Harmonizing Specialized Experts into a Generalist LLM
EMNLP 2025
Effective Long-Context Scaling of Foundation Models
NAACL 2024
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR 2024
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey
AAAI 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives
EMNLP 2022
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics
EMNLP 2021
Adaptive Transformers for Learning Multimodal Representations
ACL 2020