1 code implementation • Findings (NAACL) 2022 • Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka
Entity set expansion (ESE) aims at obtaining a more complete set of entities given a textual corpus and a seed set of entities of a concept.
no code implementations • NAACL (DaSH) 2021 • Peter Griggs, Cagatay Demiralp, Sajjadur Rahman
From tweets to product reviews, text is ubiquitous on the web and often contains valuable information for both enterprises and consumers.
no code implementations • 28 Feb 2024 • Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang
Large language models (LLMs) can label data faster and cheaper than humans for various NLP tasks.
no code implementations • 2 Feb 2024 • Pouya Pezeshkpour, Eser Kandogan, Nikita Bhutani, Sajjadur Rahman, Tom Mitchell, Estevam Hruschka
We present a formal definition of reasoning capacity and illustrate its utility in identifying limitations within each component of the system.
no code implementations • 9 Nov 2023 • Aditi Mishra, Sajjadur Rahman, Hannah Kim, Kushan Mitra, Estevam Hruschka
We consider the task of generating knowledge-guided rationalization in natural language by using expert-written examples in a few-shot manner.
no code implementations • 9 Jan 2023 • Sajjadur Rahman, Hannah Kim, Dan Zhang, Estevam Hruschka, Eser Kandogan
Human-centered AI workflows involve stakeholders with multiple roles interacting with each other and automated agents to accomplish diverse tasks.
no code implementations • 8 Sep 2020 • Sajjadur Rahman, Peter Griggs, Çağatay Demiralp
Text data analysis is an iterative, non-linear process with diverse workflows spanning multiple stages, from data cleaning to visualization.