Randy Zhong

4 papers · 2020–2024 · 2 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 (18)

Venues

ACL (3) EMNLP (1)

Top co-authors

Cheng Niu (4) Yuanhao Wu (3) Juntong Song (3) Juno Zhu (3) Siliang Xu (2) Tong Zhang (2) Xiaoyu Shen (1) SHIZHE DIAO (1) Pengwei Hu (1) Hui Su (1)

Research topics

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

Keywords

retrieval-augmented generation (3) hallucination detection (2) natural language generation (1) dialogue generation (1) benchmark dataset (1) language model (1) language model fine-tuning (1) sequence-to-sequence model (1) fake news detection (1) source credibility (1) response diversity (1) back translation (1) trustworthy language model (1) large language model (1) iterative back-translation (1) information verification (1) word-level hallucination (1) direct preference optimization (1) non-conversational text (1) data augmentation (1)

Papers

RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation EMNLP 2024 RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models ACL 2024 VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024 Diversifying Dialogue Generation with Non-Conversational Text ACL 2020