Xinyu Hu
21 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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Keywords
large language model
(10)
natural language generation
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evaluation metric
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hallucination detection
(2)
retrieval-augmented generation
(2)
automatic evaluation
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data augmentation
(1)
preference alignment
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mathematical reasoning
(1)
image reconstruction
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noisy channel model
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llm evaluation
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synthetic data generation
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evaluation framework
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text generation
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Papers
HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy
ACL 2026
LEDOM: Reverse Language Model
ACL 2026
SCOPE: Intrinsic Semantic Space Control for Mitigating Copyright Infringement in LLMs
AAAI 2026
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability
ACL 2025
Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation
NAACL 2025
DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models
EMNLP 2025
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models
NAACL 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
ACL 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs
ACL 2025
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency
ACL 2025
Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference
NAACL 2025
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework
ACL 2025
Towards A βNovelβ Benchmark: Evaluating Literary Fiction with Large Language Models
ACL 2025
Are LLM-based Evaluators Confusing NLG Quality Criteria?
ACL 2024
Error-Robust Retrieval for Chinese Spelling Check
COLING 2024
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
ICLR 2024
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
ICLR 2024
Task Oriented In-Domain Data Augmentation
EMNLP 2024
Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability
EMNLP 2024
Exploring Context-Aware Evaluation Metrics for Machine Translation
EMNLP 2023
Exploring Discourse Structure in Document-level Machine Translation
EMNLP 2023