Xiaoyuan Yi
37 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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Conferences
ACL (11)
EMNLP (7)
IJCAI (6)
AAAI (3)
NAACL (3)
ICLR (2)
NIPS (2)
CONLL (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
large language model
(13)
text generation
(7)
poetry generation
(6)
value alignment
(5)
variational autoencoder
(4)
generative model
(3)
responsible ai
(3)
semi-supervised learning
(3)
value evaluation
(2)
image generation
(2)
latent space
(2)
text classification
(2)
latent variable
(2)
attention mechanism
(2)
prompt engineering
(2)
unsupervised learning
(2)
pseudo labeling
(2)
benchmark evaluation
(2)
model alignment
(2)
benchmark dataset
(2)
Papers
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions
AAAI 2026
Generative Personality Simulation via Theory-Informed Structured Interview
EACL 2026
Influence-based Online Experience Selection for Effective RLHF
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
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
ACL 2026
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization
AAAI 2026
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
ACL 2025
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMsβ Value Evaluation
ACL 2025
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
ICML 2025
MoVa: Towards Generalizable Classification of Human Morals and Values
EMNLP 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
ACL 2025
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
ACL 2025
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value
NAACL 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
IJCAI 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
NIPS 2024
CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models
ACL 2024
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
EMNLP 2024
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING
ICLR 2024
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
ICLR 2023
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation
ACL 2023
ToViLaG: Your Visual-Language Generative Model is Also An Evildoer
EMNLP 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation
IJCAI 2023
Self-explaining deep models with logic rule reasoning
NIPS 2022
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation
EMNLP 2022
Clickbait Detection via Contrastive Variational Modelling of Text and Label
IJCAI 2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
EMNLP 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
NAACL 2022
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
NAACL 2021
Text Style Transfer via Learning Style Instance Supported Latent Space
IJCAI 2020
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space
AAAI 2020
Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System
ACL 2019
Sentiment-Controllable Chinese Poetry Generation
IJCAI 2019
Chinese Poetry Generation with a Working Memory Model
IJCAI 2018
Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement
EMNLP 2018
Automatic Poetry Generation with Mutual Reinforcement Learning
EMNLP 2018
Chinese Poetry Generation with a Salient-Clue Mechanism
CONLL 2018