Xinnian Liang
19 papers · 2020–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Academic Marathon (5) π Conference Polyglot (9) πΊοΈ Taxonomy Completionist (37)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(9)
π€
Dynamic Duo
(16)
β
The Questioner
(2)
β‘
Prolific Year
(6)
π
Century Club
(19)
ποΈ
Keyword Collector
(92)
π₯
Unstoppable
(6)
Conferences
EMNLP (4)
COLING (3)
IJCNLP (3)
AAAI (2)
AACL (2)
ACL (2)
EACL (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
dialogue summarization
(6)
large language model
(4)
multi-domain learning
(2)
seq2seq model
(2)
domain adaptation
(2)
text summarization
(2)
dialogue system
(2)
unsupervised learning
(2)
few-shot learning
(2)
role-aware centrality
(2)
low-resource language
(2)
knowledge-grounded summarization
(2)
response generation
(2)
chain-of-thought reasoning
(2)
topic modeling
(1)
style transfer
(1)
natural language generation
(1)
cross-lingual transfer
(1)
continual learning
(1)
relation extraction
(1)
Papers
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization
AACL 2025
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL
COLING 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
AAAI 2025
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization
IJCNLP 2025
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
EMNLP 2025
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
COLING 2024
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality
EACL 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization
EMNLP 2023
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation
ACL 2023
Modeling Multi-Granularity Hierarchical Features for Relation Extraction
NAACL 2022
Towards Modeling Role-Aware Centrality for Dialogue Summarization
AACL 2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks
COLING 2022
Towards Modeling Role-Aware Centrality for Dialogue Summarization
IJCNLP 2022
Improving Unsupervised Extractive Summarization with Facet-Aware Modeling
IJCNLP 2021
Learning to Copy Coherent Knowledge for Response Generation
AAAI 2021
Improving Unsupervised Extractive Summarization with Facet-Aware Modeling
ACL 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context
EMNLP 2021
StyleDGPT: Stylized Response Generation with Pre-trained Language Models
EMNLP 2020