This project maintains a reading list for retrieval-augmented text generation.
- Gaurav Pandey, Danish Contractor, Vineet Kumar and Sachindra Joshi. Exemplar Encoder-Decoder for Neural Conversation Generation ACL2018
- Yiping Song, Cheng-Te Li Jian-Yun Nie, Ming Zhang, Dongyan Zhao, Rui Yan. An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems IJCAI2018
- Jason Weston, Emily Dinan, Alexander H. Miller. Retrieve and Refine: Improved Sequence Generation Models For Dialogue EMNLP2018 (Workshop SCAI)
- Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Wai Lam, Shuming Shi. Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL2019
- Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi. Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP2019
- Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft. A Hybrid Retrieval-Generation Neural Conversation Model CIKM2019
- Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, Rui Yan. Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ACL2019
- Qingfu Zhu, Lei Cui, Wei-Nan Zhang, Furu Wei, Ting Liu. Retrieval-Enhanced Adversarial Training for Neural Response Generation ACL2019.
- Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou. Response Generation by Context-Aware Prototype Editing AAAI 2019
- Jiayi Zhang, Chongyang Tao, Zhenjing Xu, Qiaojing Xie, Wei Chen, Rui Yan. EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation SIGIR2019
- Mihir Kale and Abhinav Rastogi. Template guided text generation for task-oriented dialogue EMNLP 2020.
- Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier. Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory TASLP2021
- Prakhar Gupta, Jeffrey P. Bigham, Yulia Tsvetkov, Amy Pavel. Controlling Dialogue Generation with Semantic Exemplars NAACL 2021
- Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning. Hindsight: Posterior-guided training of retrievers for improved open-ended generation arxiv 2021
- Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li. Search Engine Guided Non-Parametric Neural Machine Translation AAAI2018
- Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu. Neural machine translation with monolingual translation memory ACL2021
- Qiuxiang He, Guoping Huang, Qu Cui, Li Li, Lemao Liu. Fast and Accurate Neural Machine Translation with Translation Memory ACL2021
- Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis. Nearest neighbor machine translation ICLR2021
- Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang and Jiwei Li. Fast Nearest Neighbor Machine Translation. arXiv 2021
- Hamidreza Ghader, Christof Monz. An Intrinsic Nearest Neighbor Analysis of Neural Machine Translation Architectures. MT SUMMIT 2019
- Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen. Adaptive Nearest Neighbor Machine Translation ACL2021
- Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen. Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Findings of EMNLP 2021
- Akiko Eriguchi, Spencer Rarrick, Hitokazu Matsushita. Combining Translation Memory with Neural Machine Translation. WAT Workshop 2019
- Jitao Xu, Josep Crego, Jean Senellart. Boosting neural machine translation with similar translations ACL202
- Qian Cao, Shaohui Kuang, Deyi Xiong. Learning to Reuse Translations: Guiding Neural Machine Translation with Examples ECAI2019.
- Bram Bulte, Arda Tezcan. Neural fuzzy repair: Integrating fuzzy matches into neural machine translation. ACL2019
- Ankur Bapna, Orhan Firat. Non-Parametric Adaptation for Neural Machine Translation NAACL2019.
- Qiuxiang He, Guoping Huang, Lemao Liu, Li, Li. Word position aware translation memory for neural machine translation NLPCC2019
- Xiaoqing Li, Jiajun Zhang, Chengqing Zong. One sentence one model for neural machine translation. arXiv 2016
- Mengzhou Xia, Guoping Huang, Lemao Liu, Shuming Shi. Graph based translation memory for neural machine translation AAAI2019
- Qian Cao, Deyi Xiong. Encoding gated translation memory into neural machine translation EMNLP2018
- Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig, Satoshi Nakamura. 2018. Guiding neural machine translation with retrieved translation pieces. NAACL2018
- Rohit Gupta, Constantin Orǎsan. Incorporating paraphrasing in translation memory matching and retrieval EAMT2014.
- Michel Simard, Pierre Isabelle. Phrase-based machine translation in a computer-assisted translation environment MT Summit 2009.
- Yifan He, Yanjun Ma, Josef van Genabith, Andy Way. Bridging SMT and TM with translation recommendation ACL2010.
- Liangyou Li, Andy Way, Qun Liu. A discriminative framework of integrating translation memory features into SMT AMTA2014.
- Kun Wang, Chengqing Zong, Keh-Yih Su. Integrating translation memory into phrase-based machine translation during decoding ACL2013.
- Lemao Liu, Hailong Cao, Taro Watanabe, Tiejun Zhao, Mo Yu, Conghui Zhu. Locally Training the Log-Linear Model for SMT EMNLP2012.
- Kun Wang, Chengqing Zong, Keh-Yih Su. Dynamically integrating cross-domain translation memory into phrase-based machine translation during decoding COLING2014.
- Yanjun Ma, Yifan He, Andy Way, Josef van Genabith. Consistent translation using discriminative learning: a translation memory-inspired approach ACL2011.
- Liangyou Li, Andy Way, Qun Liu. Phrase-level combination of SMT and TM using constrained word lattice ACL2014.
- Katharina Wäschle, Stefan Riezler. Integrating a large, monolingual corpus as translation memory into statistical machine translation EAMT2015.
- Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel. Controllable paraphrase generation with a syntactic exemplar. ACL2019.
- Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah. Paraphrase generation by learning how to edit from samples. ACL2020
- Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei. Retrieve, rerank and rewrite: Soft template based neural summarization ACL2018.
- Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang. Generating sentences by editing prototypes TACL2018.
- Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang. REALM: retrievalaugmented language model pre-training arXiv 2020.
- Tatsunori B. Hashimoto, Kelvin Guu, Yonatan Oren, Percy Liang. A retrieve-and-edit framework for predicting structured outputs Neurips2018.
- Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick. Efficient Nearest Neighbor Language Models EMNLP2021
- Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig. Learning sparse prototypes for text generation Neurips2020.
- Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer. Simple and effective retrieve-edit-rerank text generation ACL2020.
- Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis. Generalization through memorization: Nearest neighbor language models ICLR2020.
- Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer. Pre-training via paraphrasing Neurips2020.
- Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K¨uttler, Mike Lewis, Wen-tau Yih, Tim Rockt¨aschel, Sebastian Riedel, Douwe Kiela. Retrieval augmented generation for knowledge-intensive NLP tasks Neurips2020.
- Juncen Li, Robin Jia, He He, Percy Liang. Delete, retrieve, generate: a simple approach to sentiment and style transfer NAACL2018
- Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das. Text generation with exemplar-based adaptive decoding NAACL2019
- Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier. Few-shot table-to-text generation with prototype memory Findings of EMNLP2021
- Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng Transductive Learning for Unsupervised Text Style Transfer EMNLP2021.