Sarathkrishna Swaminathan
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(5)
Deep Learning
(4)
Machine Learning
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Applications · Reinforcement Learning
(1)
Core Methods
(1)
Methods
(1)
Keywords
episodic memory
(2)
reinforcement learning
(2)
attention mechanism
(1)
factuality evaluation
(1)
policy learning
(1)
abstract meaning representation
(1)
human evaluation
(1)
key-value cache
(1)
human judgment
(1)
rule learning
(1)
language model
(1)
proximal policy optimization
(1)
evaluation metric
(1)
retrieval-augmented generation
(1)
long context
(1)
model alignment
(1)
question answering
(1)
text-based game
(1)
abstractive summarization
(1)
preference learning
(1)
Papers
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts
ACL 2025
A Grounded Preference Model for LLM Alignment
ACL 2024
Larimar: Large Language Models with Episodic Memory Control
ICML 2024
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
ACL 2023
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022