Zhengyuan Liu
43 papers · 2019–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (7)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(78)
π±
Topic Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(23)
π
Century Club
(38)
π
Trend Setter
π₯
Unstoppable
(7)
β‘
Prolific Year
(10)
ποΈ
Keyword Collector
(197)
Conferences
EMNLP (16)
ACL (11)
NAACL (6)
COLING (5)
AAAI (1)
AACL (1)
EACL (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Research topics
Keywords
large language model
(13)
instruction tuning
(4)
multimodal learning
(4)
text generation
(4)
zero-shot learning
(3)
dialogue summarization
(3)
discourse parsing
(3)
cross-lingual transfer
(3)
low-resource language
(2)
text classification
(2)
cross-lingual alignment
(2)
benchmark evaluation
(2)
logical reasoning
(2)
video summarization
(2)
domain adaptation
(2)
extractive summarization
(2)
in-context learning
(2)
data augmentation
(2)
stance detection
(2)
few-shot learning
(2)
Papers
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
ACL 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
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
AudioBench: A Universal Benchmark for Audio Large Language Models
NAACL 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
IJCNLP 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation
COLING 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
COLING 2025
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD
EMNLP 2025
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
EMNLP 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
AACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
ACL 2025
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content
ACL 2025
CRAFT: Extracting and Tuning Cultural Instructions from the Wild
ACL 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
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
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
Exploring Self-supervised Logic-enhanced Training for Large Language Models
NAACL 2024
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation
NAACL 2024
In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis
EMNLP 2023
Guiding Computational Stance Detection with Expanded Stance Triangle Framework
ACL 2023
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints
ACL 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
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
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
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer
NAACL 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
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks
COLING 2020
Multilingual Neural RST Discourse Parsing
COLING 2020
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization
EMNLP 2020
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension
ACL 2019
Exploiting Discourse-Level Segmentation for Extractive Summarization
EMNLP 2019
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring
NAACL 2019