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Alexander R. Fabbri

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Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries

Nov 15, 2023
Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu

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Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization

Nov 15, 2023
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan

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Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Sep 17, 2023
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

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Generating EDU Extracts for Plan-Guided Summary Re-Ranking

May 28, 2023
Griffin Adams, Alexander R. Fabbri, Faisal Ladhak, Kathleen McKeown, Noémie Elhadad

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LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond

May 23, 2023
Philippe Laban, Wojciech Kryściński, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu

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On Learning to Summarize with Large Language Models as References

May 23, 2023
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Dragomir Radev, Arman Cohan

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Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation

Mar 07, 2023
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev

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Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization

Dec 20, 2022
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryściński, Chien-Sheng Wu

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Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation

Dec 15, 2022
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev

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Zero-Shot Opinion Summarization with GPT-3

Nov 29, 2022
Adithya Bhaskar, Alexander R. Fabbri, Greg Durrett

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