Qianying Liu
20 papers · 2019–2026 · 7 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 (51) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(13)
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Topic Evolution
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Mega-Team Β· Squad
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
(2)
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Century Club Β· Bronze
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Renaissance Researcher
(7)
ποΈ
Keyword Collector
(97)
Top co-authors
Research topics
Natural Language Processing
(14)
Machine Learning
(11)
Applications
(11)
Artificial Intelligence
(10)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Deep Learning
(6)
Core Methods
(5)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Understanding
(2)
Computer Vision
(1)
Keywords
relation extraction
(5)
large language model
(5)
math word problem
(4)
sequence-to-sequence model
(3)
contrastive learning
(3)
multilingual nlp
(2)
distant supervision
(2)
equation generation
(2)
entity extraction
(2)
machine translation
(2)
neural machine translation
(2)
representation learning
(2)
knowledge graph
(2)
joint extraction
(2)
cross-lingual transfer
(1)
multi-task learning
(1)
in-context learning
(1)
semi-supervised learning
(1)
semantic representation
(1)
self-supervised learning
(1)
Papers
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
AAAI 2026
Completely Modular Fine-tuning for Dynamic Language Adaptation
EACL 2026
Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models
EACL 2026
Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs
ACL 2026
ReMatch: Boosting Representation through Matching for Multimodal Retrieval
CVPR 2026
7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias
ACL 2025
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration
WACV 2025
What Language Do Non-English-Centric Large Language Models Think in?
ACL 2025
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
EMNLP 2024
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision
EACL 2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation
ACL 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models
EMNLP 2023
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
EACL 2023
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
EMNLP 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
AACL 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems
EMNLP 2022
A System for Worldwide COVID-19 Information Aggregation
EMNLP 2020
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
AAAI 2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
EMNLP 2020
Tree-structured Decoding for Solving Math Word Problems
EMNLP 2019