Zhengyuan Liu
43 papers · 2019–2026 · 9 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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Dynamic Duo
(23)
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Keyword Champion
(2)
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(6)
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Prolific Year Β· Productive
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Venues
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Research topics
Natural Language Processing
(28)
Artificial Intelligence
(24)
Machine Learning
(24)
Core AI
(23)
Learning Types Β· Machine Learning
(16)
Resources & Methods
(16)
Deep Learning
(14)
Generation
(12)
Applications
(10)
Application Areas
(6)
Learning Types Β· Deep Learning
(6)
Models
(5)
Learning Paradigms
(4)
Optimization & Theory
(4)
Core Methods
(3)
Keywords
large language model
(13)
text generation
(4)
instruction tuning
(4)
low-resource language
(3)
dialogue summarization
(3)
multimodal learning
(3)
discourse parsing
(3)
cross-lingual transfer
(3)
logical reasoning
(2)
text classification
(2)
cross-lingual alignment
(2)
benchmark evaluation
(2)
vision-language model
(2)
zero-shot learning
(2)
domain adaptation
(2)
extractive summarization
(2)
in-context learning
(2)
data augmentation
(2)
stance detection
(2)
few-shot learning
(2)
Papers
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought
AAAI 2026
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
EACL 2026
Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment
ACL 2026
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
ACL 2026
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
ACL 2026
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
AudioBench: A Universal Benchmark for Audio Large Language Models
NAACL 2025
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
EMNLP 2025
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content
ACL 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
COLING 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation
COLING 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
IJCNLP 2025
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
EMNLP 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation
NAACL 2024
CRAFT: Extracting and Tuning Cultural Instructions from the Wild
ACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models
NAACL 2024
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
EMNLP 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
EMNLP 2024
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
EMNLP 2024
Resilience of Large Language Models for Noisy Instructions
EMNLP 2024
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
NAACL 2024
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
EMNLP 2023
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints
ACL 2023
Guiding Computational Stance Detection with Expanded Stance Triangle Framework
ACL 2023
In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis
EMNLP 2023
Instructive Dialogue Summarization with Query Aggregations
EMNLP 2023
Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations
EMNLP 2023
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection
EMNLP 2023
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization
Interspeech 2022
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer
NAACL 2022
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
ACL 2022
Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization
COLING 2022
Controllable Neural Dialogue Summarization with Personal Named Entity Planning
EMNLP 2021
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing
EMNLP 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration
EMNLP 2021
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization
EMNLP 2020
Multilingual Neural RST Discourse Parsing
COLING 2020
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks
COLING 2020
Exploiting Discourse-Level Segmentation for Extractive Summarization
EMNLP 2019
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring
NAACL 2019
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension
ACL 2019