A Survey on Retrieval-Augmented Text Generation

2 February 2022

Papers citing "A Survey on Retrieval-Augmented Text Generation"

22 / 122 papers shown

Title
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq R. Joty 18 80 0 20 Mar 2023
On the Generalization Ability of Retrieval-Enhanced Transformers Tobias Norlund Ehsan Doostmohammadi Richard Johansson Marco Kuhlmann RALM 17 6 0 23 Feb 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 51 310 0 19 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 26 17 0 01 Dec 2022
Error-Robust Retrieval for Chinese Spelling Check Xunjian Yin Xinyu Hu Jin Jiang Xiao-Yi Wan 17 3 0 15 Nov 2022
$N$ -gram Is Back: Residual Learning of Neural Text Generation with $n$ -gram Language Model Huayang Li Deng Cai J. Xu Taro Watanabe VLM 27 1 0 26 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach W. Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng-Long Jiang LRM ReLM 11 19 0 23 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 43 70 0 23 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 21 9 0 19 Oct 2022
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 32 2 0 11 Oct 2022
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 18 9 0 10 Oct 2022
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation R. Ramos Bruno Martins Desmond Elliott Yova Kementchedjhieva VLM 28 86 0 30 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Incorporating Task-specific Concept Knowledge into Script Learning Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 21 4 0 31 Aug 2022
Domain-Specific NER via Retrieving Correlated Samples Xin Zhang Yong-jia Jiang Xiaobin Wang Xuming Hu Yueheng Sun Pengjun Xie Meishan Zhang 20 14 0 27 Aug 2022
Retrieval-based Controllable Molecule Generation Zichao Wang Weili Nie Zhuoran Qiao Chaowei Xiao Richard Baraniuk Anima Anandkumar 8 36 0 23 Aug 2022
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 30 1 0 29 Jul 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 72 43 0 14 Oct 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 68 25 0 14 Sep 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 233 280 0 15 Jul 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,689 0 11 Feb 2021
One Sentence One Model for Neural Machine Translation Xiaoqing Li Jiajun Zhang Chengqing Zong AI4CE 112 62 0 21 Sep 2016