1 code implementation • NAACL 2022 • Naoki Otani, Michael Gamon, Sujay Kumar Jauhar, Mei Yang, Sri Raghu Malireddi, Oriana Riva
Users write to-dos as personal notes to themselves, about things they need to complete, remember or organize.
no code implementations • LREC 2022 • Dheeraj Rajagopal, Xuchao Zhang, Michael Gamon, Sujay Kumar Jauhar, Diyi Yang, Eduard Hovy
Document authoring involves a lengthy revision process, marked by individual edits that are frequently linked to comments.
no code implementations • 11 Apr 2024 • Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, Sung Ju Hwang
Scientific Research, vital for improving human life, is hindered by its inherent complexity, slow pace, and the need for specialized experts.
no code implementations • 19 Mar 2024 • Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
Accurate and interpretable user satisfaction estimation (USE) is critical for understanding, evaluating, and continuously improving conversational systems.
no code implementations • 18 Mar 2024 • Mengting Wan, Tara Safavi, Sujay Kumar Jauhar, Yujin Kim, Scott Counts, Jennifer Neville, Siddharth Suri, Chirag Shah, Ryen W White, Longqi Yang, Reid Andersen, Georg Buscher, Dhruv Joshi, Nagu Rangan
Transforming unstructured text into structured and meaningful forms, organized by useful category labels, is a fundamental step in text mining for downstream analysis and application.
no code implementations • 13 Jan 2024 • Isabel Cachola, Silviu Cucerzan, Allen herring, Vuksan Mijovic, Erik Oveson, Sujay Kumar Jauhar
Thus, in our work, we consider each of these documents to be templatic views of the same underlying knowledge, and we aim to unify the generation and evaluation of these templatic views of documents.
no code implementations • 10 Nov 2023 • Jinheon Baek, Nirupama Chandrasekaran, Silviu Cucerzan, Allen herring, Sujay Kumar Jauhar
Specifically, we construct an entity-centric knowledge store for each user based on their search and browsing activities on the web, which is then leveraged to provide contextually relevant LLM prompt augmentations.
1 code implementation • 31 Oct 2023 • Dong-Ho Lee, Jay Pujara, Mohit Sewak, Ryen W. White, Sujay Kumar Jauhar
In our experiments we demonstrate that instruction-following LLMs are highly cost-effective data creators, and that models trained with these data exhibit performance better than those trained with human-labeled data (by up to 17. 5%) on out-of-distribution evaluation, while maintaining comparable performance on in-distribution tasks.
Ranked #3 on Visual Question Answering on ViP-Bench
1 code implementation • LREC 2022 • Sujay Kumar Jauhar, Nirupama Chandrasekaran, Michael Gamon, Ryen W. White
Tasks are a fundamental unit of work in the daily lives of people, who are increasingly using digital means to keep track of, organize, triage and act on them.
1 code implementation • NAACL 2021 • Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva, Ryen White, Dan Roth
Both components of our graph induction solution are evaluated in experiments, demonstrating that our models outperform a state-of-the-art text generator significantly.
no code implementations • 18 Aug 2020 • Bahareh Sarrafzadeh, Sujay Kumar Jauhar, Michael Gamon, Edward Lank, Ryen White
Writing is a complex non-linear process that begins with a mental model of intent, and progresses through an outline of ideas, to words on paper (and their subsequent refinement).
no code implementations • IJCNLP 2019 • Xuchao Zhang, Dheeraj Rajagopal, Michael Gamon, Sujay Kumar Jauhar, Chang-Tien Lu
Thus, in this paper we explore the relationship between comments and edits by defining two novel, related tasks: Comment Ranking and Edit Anchoring.
no code implementations • 2 Nov 2018 • Sujay Kumar Jauhar, Michael Gamon, Patrick Pantel
In this paper, we present a general framework for easily and effectively transferring neural models from English to other languages.
no code implementations • SEMEVAL 2017 • Sujay Kumar Jauhar, Eduard Hovy
Creating annotated frame lexicons such as PropBank and FrameNet is expensive and labor intensive.
no code implementations • 12 Feb 2016 • Sujay Kumar Jauhar, Peter Turney, Eduard Hovy
We describe two new related resources that facilitate modelling of general knowledge reasoning in 4th grade science exams.