Xiaoxia Cheng
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(25)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Core Methods
(4)
Deep Learning
(3)
Applications
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Representation
(2)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
contrastive learning
(2)
information extraction
(2)
metric learning
(1)
knowledge distillation
(1)
factual accuracy
(1)
relation extraction
(1)
action sequence
(1)
latent space
(1)
semantic parsing
(1)
context understanding
(1)
semantic alignment
(1)
set prediction
(1)
relation reasoning
(1)
knowledge graph
(1)
parameter-efficient fine-tuning
(1)
extractive summarization
(1)
mathematical reasoning
(1)
pre-trained language model
(1)
hallucination detection
(1)
representation learning
(1)
Papers
G2LDetect: A Global-to-Local Approach for Hallucination Detection
AAAI 2025
Information Re-Organization Improves Reasoning in Large Language Models
NeurIPS 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
ACL 2024
A Set Prediction Network For Extractive Summarization
ACL 2023
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment
EMNLP 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
EMNLP 2022
Query-based Instance Discrimination Network for Relational Triple Extraction
EMNLP 2022