Xiaoxue Cheng

6 papers · 2023–2025 · 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 · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (3) EMNLP (2) COLING (1)

Top co-authors

Junyi Li (6) Ji-Rong Wen (6) Wayne Xin Zhao (3) Xin Zhao (3) Jie Chen (2) Jian-Yun Nie (2) Jiapeng Wang (1) Hongzhi Zhang (1) Shiyi Xu (1) Yushuo Chen (1)

Research topics

Artificial Intelligence (4) Natural Language Processing (4) Core AI (4) Deep Learning (3) Machine Learning (3) Applications (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Resources & Methods (2) Application Areas (1) Models (1) Optimization & Theory (1)

Keywords

large language model (5) hallucination detection (2) hallucination mitigation (2) text generation (1) empirical study (1) factual knowledge (1) monte carlo tree search (1) tree search (1) autonomous agent (1) tool use (1) evaluation benchmark (1) tool selection (1) chain-of-thought prompting (1) agent system (1) external knowledge (1) slow thinking (1) training strategy (1) hallucination recognition (1) hallucination evaluation (1) bilingual detection (1)

Papers

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking ACL 2025 ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting COLING 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024 The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL 2024 HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models EMNLP 2023