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Peng Qi is an AI researcher working on natural language processing, machine learning, and multimodal agents.
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Peng Qi
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2026-03-10 01:04:15
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Peng Qi Toggle navigation about (current) blog publications ctrl k Peng Qi 齐鹏 ( pinyin: /qí péng/; ipa : /tɕʰǐ pʰə̌ŋ/) I am an AI researcher working on natural language processing, machine learning, and multimodal agents. I am currently leading research efforts at Orby AI . My research is driven by the goal of bringing the world’s knowledge to the user’s assistance , which manifests itself in the following directions How to effectively organize and use knowledge . This involves tasks like question answering (where I have co-lead the development of some benchmarks for complex reasoning: HotpotQA and BeerQA ), information extraction, syntactic analysis for many languages (check out Stanza ), etc. How to effectively communicate knowledge . This mainly concerns interactive NLP systems such as conversational systems, where I am interested in theory-of-mind reasoning under information asymmetry (e.g., how to ask good questions and how to provide ...
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