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cs.CL2025
Entailed Between the Lines: Incorporating Implication into NLI
Shreya Havaldar, Hamidreza Alvari, John Palowitch +3
Much of human communication depends on implication, conveying meaning beyond literal words to express a wider range of thoughts, intentions, and feelings. For models to better unde…
cs.CL2024
Towards Realistic Synthetic User-Generated Content: A Scaffolding Approach to Generating Online Discussions
Krisztian Balog, John Palowitch, Barbara Ikica +3
The emergence of synthetic data represents a pivotal shift in modern machine learning, offering a solution to satisfy the need for large volumes of data in domains where real data…
cs.CL2024
SocialQuotes: Learning Contextual Roles of Social Media Quotes on the Web
John Palowitch, Hamidreza Alvari, Mehran Kazemi +2
Web authors frequently embed social media to support and enrich their content, creating the potential to derive web-based, cross-platform social media representations that can enab…