Siru Ouyang
15 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (36) π Keyword Champion (2)
π€
Dynamic Duo
(10)
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(72)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Natural Language Processing
(10)
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Applications
(8)
Learning Types Β· Machine Learning
(4)
Resources & Methods
(4)
Deep Learning
(3)
Generation
(3)
Interdisciplinary
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Keywords
large language model
(7)
information extraction
(4)
natural language processing
(2)
code generation
(2)
chemical reasoning
(2)
machine reading comprehension
(2)
scientific literature
(2)
chemical reaction extraction
(2)
text mining
(1)
news analysis
(1)
logical reasoning
(1)
question generation
(1)
natural language understanding
(1)
software engineering
(1)
knowledge extraction
(1)
event detection
(1)
graph construction
(1)
data augmentation
(1)
instruction tuning
(1)
weak supervision
(1)
Papers
ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
ICLR 2025
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
ICLR 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
ACL 2025
ActionIE: Action Extraction from Scientific Literature with Programming Languages
ACL 2024
Fact-Driven Logical Reasoning for Machine Reading Comprehension
AAAI 2024
Structured Chemistry Reasoning with Large Language Models
ICML 2024
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
EMNLP 2024
Compositional Data Augmentation for Abstractive Conversation Summarization
ACL 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
EMNLP 2023
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision
ACL 2023
Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data
EMNLP 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
EMNLP 2023
Towards End-to-End Open Conversational Machine Reading
EACL 2023
Dialogue Graph Modeling for Conversational Machine Reading
ACL 2021
Smoothing Dialogue States for Open Conversational Machine Reading
EMNLP 2021