Dongling Xiao
7 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(13)
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Research topics
Keywords
large language model
(2)
preference optimization
(1)
natural language understanding
(1)
supervised fine-tuning
(1)
hallucination mitigation
(1)
multi-turn dialogue
(1)
language generation
(1)
medical diagnosis
(1)
masked language modeling
(1)
sequence to sequence
(1)
pre-training framework
(1)
schema grounding
(1)
fine-grained prediction
(1)
conversational question reformulation
(1)
n-gram modeling
(1)
span-by-span generation
(1)
infilling generation
(1)
semantic parsing
(1)
pediatric medicine
(1)
Papers
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
AAAI 2025
Align before Collaborate: Mitigating Feature Misalignment for Robust Multi-Agent Perception
ECCV 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
NeurIPS 2024
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
ECCV 2024
CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers
EMNLP 2022
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding
NAACL 2021
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation
IJCAI 2020