Xinnan Guo
6 papers · 2021–2024 · 4 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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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
few-shot learning
(2)
continual learning
(2)
catastrophic forgetting
(1)
semi-supervised learning
(1)
semantic parsing
(1)
coreference resolution
(1)
pseudo labeling
(1)
episodic memory
(1)
gradient updates
(1)
generalization
(1)
parameter-efficient fine-tuning
(1)
pre-trained language model
(1)
multi-turn dialogue
(1)
dialogue system
(1)
attribute value extraction
(1)
multi-scale masking
(1)
incomplete utterance rewriting
(1)
text to sql
(1)
context tracking
(1)
column specificity
(1)
Papers
Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues
ACL 2024
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction
ACL 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams
AAAI 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
NeurIPS 2023
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity
IJCAI 2022
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning
AAAI 2021