Mengze Hong

5 papers · 2024–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17)

Venues

EMNLP (3) ACML (1) NAACL (1)

Top co-authors

Chen Jason Zhang (5) Di Jiang (5) Yuanfeng Song (2) Wailing Ng (2) Chaotao Chen (1) Rongzhong Lian (1) Lingxiao Yang (1) Yuanqin He (1)

Research topics

Artificial Intelligence (4) Machine Learning (3) Natural Language Processing (3) Core AI (3) Resources & Methods (3) Deep Learning (2) Application Areas (2) Applications (2) Generation (2) Learning Types (2) Interdisciplinary (1) Speech & Audio (1) Analysis (1) Core Methods (1) Education (1)

Keywords

large language model (4) model quantization (1) benchmark evaluation (1) knowledge distillation (1) in-context learning (1) question answering (1) information retrieval (1) question generation (1) knowledge base (1) domain knowledge (1) semantic coherence (1) language model (1) retrieval-augmented generation (1) data contamination (1) dialogue system (1) retrieval-based chatbot (1) chinese language model (1) generative pre-training (1) llm benchmarking (1) persona consistency (1)

Papers

Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025 Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues EMNLP 2025 Dialogue Language Model with Large-Scale Persona Data Engineering NAACL 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries ACML 2024