Neural Domain Adaptation for Biomedical Question Answering

12 June 2017

Papers citing "Neural Domain Adaptation for Biomedical Question Answering"

21 / 21 papers shown

Title
Bioformer: an efficient transformer language model for biomedical text mining Li Fang Qingyu Chen Chih-Hsuan Wei Zhiyong Lu Kai Wang MedIm AI4CE 26 18 0 03 Feb 2023
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 30 12 0 20 Apr 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 28 4 0 10 Jan 2022
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound Rowan Zellers Jiasen Lu Ximing Lu Youngjae Yu Yanpeng Zhao Mohammadreza Salehi Aditya Kusupati Jack Hessel Ali Farhadi Yejin Choi 31 207 0 07 Jan 2022
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinhsuai Dong Anh Tuan Luu Min-Bin Lin Shuicheng Yan Hanwang Zhang SILM AAML 20 55 0 22 Dec 2021
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 22 0 0 10 Nov 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 46 13 0 27 Sep 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 21 95 0 10 Feb 2021
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 13 383 0 14 Dec 2020
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 21 35 0 30 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 22 35 0 17 Oct 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 37 0 01 Jul 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 225 146 0 16 Mar 2020
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 29 9 0 16 Oct 2019
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Cheolhyoung Lee Kyunghyun Cho Wanmo Kang MoE 249 205 0 25 Sep 2019
Hashing based Answer Selection Dong Xu Wu-Jun Li 13 6 0 26 May 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 21 116 0 03 Apr 2019
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 18 116 0 31 Oct 2018
Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering He Zhao J. Liu OOD 15 11 0 26 Oct 2018
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015