Xiaoxia Cheng
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(26)
π£
Hot Topic Early Bird
Conferences
EMNLP (3)
ACL (2)
AAAI (1)
NIPS (1)
Top co-authors
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)
hallucination detection
(1)
multi-hop reasoning
(1)
representation learning
(1)
Papers
G2LDetect: A Global-to-Local Approach for Hallucination Detection
AAAI 2025
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
ACL 2024
Information Re-Organization Improves Reasoning in Large Language Models
NIPS 2024
A Set Prediction Network For Extractive Summarization
ACL 2023
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
EMNLP 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment
EMNLP 2022
Query-based Instance Discrimination Network for Relational Triple Extraction
EMNLP 2022