Nonparametric Decoding for Generative Retrieval

Nonparametric Decoding for Generative Retrieval

5 October 2022

Hyunji Lee

Vladimir Karpukhin

Papers citing "Nonparametric Decoding for Generative Retrieval"

19 / 19 papers shown

Title
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 156 56 0 23 Apr 2024
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 104 50 0 02 Dec 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 281 131 0 25 May 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 89 165 0 22 Apr 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 70 283 0 14 Feb 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 182 898 0 16 Dec 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 201 557 0 19 Aug 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 261 3,386 0 18 Apr 2021
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List Luyu Gao Zhuyun Dai Jamie Callan 63 217 0 15 Apr 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 248 67 0 01 Jan 2021
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 160 442 0 02 Oct 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 109 1,222 0 01 Jul 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 106 890 0 10 Feb 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 149 837 0 01 Nov 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 82 617 0 22 Jul 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 158 2,647 0 25 Sep 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 140 1,650 0 14 Mar 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 201 2,646 0 09 May 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,720 0 28 Feb 2017