Publications

  1. Conference: ArXiv

    Event-Keyed Summarization

    We introduce event-keyed summarization, a novel summarization task that marries traditional summarization and document-level event extraction (EE), with the goal of generating a contextualized, abstractive summary for a specific event described in a document, given the document text and an event structure extracted fro... read more

    Paper

  2. Conference: NAACL

    FAMuS: Frames Across Multiple Sources

    Understanding event descriptions is a central aspect of language processing, but current approaches focus overwhelmingly on single sentences or documents.Aggregating information about an event across documents can offer a much richer understanding. To this end, we present FAMuS, a new corpus of Wikipedia passages that ... read more

    Paper

  3. Conference: ACM MM

    Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation

    With a strong understanding of the target domain from natural language, we produce promising results in translating across large domain gaps and bringing skeletons back to life. In this work, we use text-guided latent diffusion models for zero-shot image-to-image translation (I2I) across large domain gaps (longI2I), wh... read more

    Paper

  4. Conference: ArXiv

    MegaWika: Millions of reports and their sources across 50 diverse languages

    To foster the development of new models for collaborative AI-assisted report generation, we introduce MegaWika, consisting of 13 million Wikipedia articles in 50 diverse languages, along with their 71 million referenced source materials. We process this dataset for a myriad of applications, going beyond the initial Wik... read more

    Paper

  5. Conference: IJERPH

    A New Interpretation of Relative Importance on An Analysis of Per and Polyfluorinated Alkyl Substances (PFAS) Exposures on Bone Mineral Density

    The relative contribution of environmental contaminants is an important, and frequently unanswered, question in human or ecological risk assessments. This interpretation of relative importance allows determination of the overall effect of a set of variables relative to other variables on an adverse health outcome. Ther... read more

    Paper