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Bill Byrne

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Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches

Mar 17, 2024
Igor Sterner, Weizhe Lin, Jinghong Chen, Bill Byrne

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PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Mar 15, 2024
Hakim Sidahmed, Samrat Phatale, Alex Hutcheson, Zhuonan Lin, Zhang Chen, Zac Yu, Jarvis Jin, Roman Komarytsia, Christiane Ahlheim, Yonghao Zhu, Simral Chaudhary, Bowen Li, Saravanan Ganesh, Bill Byrne, Jessica Hoffmann, Hassan Mansoor, Wei Li, Abhinav Rastogi, Lucas Dixon

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PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers

Feb 13, 2024
Weizhe Lin, Jingbiao Mei, Jinghong Chen, Bill Byrne

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Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding

Nov 14, 2023
Guangyu Yang, Jinghong Chen, Weizhe Lin, Bill Byrne

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Improving hateful memes detection via learning hatefulness-aware embedding space through retrieval-guided contrastive learning

Nov 14, 2023
Jingbiao Mei, Jinghong Chen, Weizhe Lin, Bill Byrne, Marcus Tomalin

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Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Oct 15, 2023
Junxiao Shen, John J. Dudley, Jingyao Zheng, Bill Byrne, Per Ola Kristensson

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Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering

Sep 29, 2023
Weizhe Lin, Jinghong Chen, Jingbiao Mei, Alexandru Coca, Bill Byrne

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Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns

Sep 23, 2023
Alexandru Coca, Bo-Hsiang Tseng, Jinghong Chen, Weizhe Lin, Weixuan Zhang, Tisha Anders, Bill Byrne

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xPQA: Cross-Lingual Product Question Answering across 12 Languages

May 16, 2023
Xiaoyu Shen, Akari Asai, Bill Byrne, Adrià de Gispert

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FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering

Mar 19, 2023
Weizhe Lin, Zhilin Wang, Bill Byrne

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