Xiaohu Liu
11 papers · 2015–2025 · 6 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 (24) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π₯
Mega-Team Β· Squad
π
Conference Pioneer
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Learning Types Β· Machine Learning
(5)
Generation
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core AI
(2)
Core Methods
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Keywords
in-context learning
(2)
domain adaptation
(2)
large language model
(2)
multi-task learning
(1)
sequence labeling
(1)
self-supervised learning
(1)
entity linking
(1)
parameter regularization
(1)
knowledge graph
(1)
cross-lingual transfer
(1)
conversational ai
(1)
intent classification
(1)
query reformulation
(1)
spoken language understanding
(1)
nearest neighbor search
(1)
natural language understanding
(1)
knowledge distillation
(1)
lifelong learning
(1)
transfer learning
(1)
semi-supervised learning
(1)
Papers
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
COLING 2025
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning
ICLR 2024
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents
EMNLP 2023
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness
EMNLP 2023
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer
ACL 2023
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations
COLING 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation
NAACL 2022
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding
Interspeech 2016
Personalized Natural Language Understanding
Interspeech 2016
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform
NAACL 2016
Compact Lexicon Selection with Spectral Methods
ACL 2015