Variational Open-Domain Question Answering

Variational Open-Domain Question Answering

23 September 2022

Valentin Liévin

Andreas Geert Motzfeldt

Ida Riis Jensen

Papers citing "Variational Open-Domain Question Answering"

11 / 11 papers shown

Title
MedMobile: A mobile-sized language model with expert-level clinical capabilities Krithik Vishwanath Jaden Stryker Anton Alaykin Daniel Alexander Alber Eric Karl Oermann LM&MA MedIm LRM 35 2 0 11 Oct 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models Soumya Basu A. S. Rawat Manzil Zaheer RALM 26 0 0 27 Aug 2024
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering Yubo Wang Xueguang Ma Wenhu Chen LM&MA AI4MH 40 8 0 05 Sep 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks Minki Kang Seanie Lee Jinheon Baek Kenji Kawaguchi Sung Ju Hwang ALM LRM 47 56 0 28 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 11 9 0 22 May 2023
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 14 295 0 17 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 67 42 0 14 Oct 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 176 249 0 08 Dec 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 206 593 0 16 Oct 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020