Xinying Song
8 papers · 2008–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (25)
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Keyword Champion
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(4)
Machine Learning
(4)
Resources & Methods
(4)
Applications
(3)
Application Areas
(2)
Architectures
(2)
Learning Types
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Foundations
(1)
Keywords
large language model
(3)
fact verification
(1)
deep architecture
(1)
topic modeling
(1)
factuality evaluation
(1)
text generation
(1)
syntactic parsing
(1)
semantic parsing
(1)
language model evaluation
(1)
computational efficiency
(1)
compositional generalization
(1)
discriminative learning
(1)
algorithm optimization
(1)
mirror descent
(1)
conversational ai
(1)
topic model
(1)
long-form factuality
(1)
search-augmented evaluation
(1)
automated evaluation
(1)
latent dirichlet allocation
(1)
Papers
Large Language Models Cannot Self-Correct Reasoning Yet
ICLR 2024
Long-form factuality in large language models
NeurIPS 2024
An Efficient Conversational Smart Compose System
ACL 2023
Compositional Semantic Parsing with Large Language Models
ICLR 2023
Token Dropping for Efficient BERT Pretraining
ACL 2022
Fast WordPiece Tokenization
EMNLP 2021
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture
NeurIPS 2015
Better Binarization for the CKY Parsing
EMNLP 2008