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Papers
McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models
ACL 2025
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media
EMNLP 2025
Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective
NAACL 2025
Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach
ACL 2025
PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset
COLING 2025
PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities
EMNLP 2025
PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes
EMNLP 2025
QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction
NAACL 2025
Reasoning or Memorization? Investigating LLMs’ Capability in Restoring Chinese Internet Homophones
ACL 2025
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
ACL 2025
SCCD: A Session-based Dataset for Chinese Cyberbullying Detection
COLING 2025
See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models
ACL 2025
SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant?
EMNLP 2025
Speculating LLMs’ Chinese Training Data Pollution from Their Tokens
EMNLP 2025
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection
ACL 2025
VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding
EMNLP 2025
A Chinese Dataset for Evaluating the Safeguards in Large Language Models
ACL 2024
AlignBench: Benchmarking Chinese Alignment of Large Language Models
ACL 2024
Annotate Chinese Aspect with UMR——a Case Study on The Little Prince
COLING 2024
Approaches and Challenges for Resolving Different Representations of Fictional Characters for Chinese Novels
COLING 2024
Automatic Data Visualization Generation from Chinese Natural Language Questions
COLING 2024
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
ACL 2024
Benchmarking the Performance of Machine Translation Evaluation Metrics with Chinese Multiword Expressions
COLING 2024
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models
COLING 2024
CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models
EMNLP 2024