A Question Answering Framework for Decontextualizing User-facing
Snippets from Scientific Documents

A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents

24 May 2023

Benjamin Newman

Luca Soldaini

Arman Cohan

Kyle Lo

Papers citing "A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents"

13 / 13 papers shown

Title
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models Chuhan Li Ziyao Shangguan Yilun Zhao Deyuan Li Y. Liu Arman Cohan 32 0 0 06 Nov 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models Benjamin Newman Yoonjoo Lee Aakanksha Naik Pao Siangliulue Raymond Fok Juho Kim Daniel S. Weld Joseph Chee Chang Kyle Lo LMTD 25 3 0 25 Oct 2024
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA Xinyu Wang Yanzheng Xiang Lin Gui Yulan He 21 2 0 07 Oct 2024
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation B. Rappazzo Yingheng Wang Aaron Ferber Carla P. Gomes VLM 18 0 0 23 Sep 2024
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing Matias Martinez Xiao Liu Tanmay Parekh Kai-Wei Chang Nanyun Peng 27 3 0 02 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 50 7 0 17 Jul 2024
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification Anisha Gunjal Greg Durrett HILM 46 13 0 28 Jun 2024
Which questions should I answer? Salience Prediction of Inquisitive Questions Yating Wu Ritika Mangla A. Dimakis Greg Durrett Junyi Jessy Li 35 2 0 16 Apr 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions Liyan Xu JiangNan Li Mo Yu Jie Zhou 33 3 0 21 Feb 2024
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 15 107 0 01 Oct 2023
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein D. Andor Bernd Bohnet Michael Collins David M. Mimno LRM 189 24 0 05 Oct 2022
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Shiyue Zhang David Wan Mohit Bansal HILM 52 27 0 08 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 308 11,915 0 04 Mar 2022