Sarathkrishna Swaminathan
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(25)
π£
Hot Topic Early Bird
Conferences
ACL (4)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(2)
attention mechanism
(1)
long context
(1)
factuality evaluation
(1)
policy learning
(1)
abstract meaning representation
(1)
model alignment
(1)
episodic memory
(1)
human judgment
(1)
rule learning
(1)
language model
(1)
proximal policy optimization
(1)
evaluation metric
(1)
retrieval-augmented generation
(1)
question answering
(1)
key-value cache
(1)
human evaluation
(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