Xingyi Song
20 papers · 2018–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
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Deep Specialist
(10)
π€
Dynamic Duo
(11)
π
Keyword Champion
(2)
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Trend Setter
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Prolific
ποΈ
Keyword Collector
(97)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(16)
Natural Language Processing
(12)
Core Methods
(12)
Artificial Intelligence
(10)
Core AI
(9)
Applications Β· Natural Language Processing
(8)
Deep Learning
(6)
Learning Types
(6)
Application Areas
(4)
Resources & Methods
(4)
Architectures
(3)
Data Science & Analytics
(2)
Applications Β· Data Science & Analytics
(2)
Generation
(2)
Learning Paradigms
(2)
Keywords
large language model
(6)
machine translation
(3)
text classification
(3)
persuasion detection
(2)
annotator reliability
(2)
ensemble learning
(2)
computational social science
(2)
annotation quality
(2)
document classification
(2)
social media analysis
(2)
sample weighting
(2)
convolutional neural network
(2)
transformer model
(2)
semantic analysis
(1)
data annotation
(1)
question answering
(1)
batch normalization
(1)
model calibration
(1)
binary classification
(1)
synthetic data generation
(1)
Papers
ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
AAAI 2026
ShefFriday at SemEval-2026 Task 9: LLM-Based Annotation Methods for Detecting Multilingual, Multicultural and Multievent Online Polarisation
SemEval 2026
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
NAACL 2025
Efficient Annotator Reliability Assessment with EffiARA
ACL 2025
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation
SemEval 2025
Confidence Regulation Neurons in Language Models
NeurIPS 2024
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research
EMNLP 2024
Examining Temporalities on Stance Detection towards COVID-19 Vaccination
COLING 2024
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets
COLING 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence
COLING 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
COLING 2024
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science
COLING 2024
Optimising LLM-Driven Machine Translation with Context-Aware Sliding Windows
EMNLP 2024
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification
SemEval 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes
SemEval 2024
Donβt waste a single annotation: improving single-label classifiers through soft labels
EMNLP 2023
GATE Teamware 2: An open-source tool for collaborative document classification annotation
EACL 2023
SheffieldVeraAI at SemEval-2023 Task 3: Mono and Multilingual Approaches for News Genre, Topic and Persuasion Technique Classification
SemEval 2023
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network
SemEval 2019
A Deep Neural Network Sentence Level Classification Method with Context Information
EMNLP 2018