v1v2v3 (latest)

Retrieval is Accurate Generation

27 February 2024

Leyang Cui

Wei Bi

Papers citing "Retrieval is Accurate Generation"

49 / 49 papers shown

Title
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 221 14 0 29 May 2024
FreestyleRet: Retrieving Images from Style-Diversified Queries Hao Li Curise Jia Peng Jin Ze-Long Cheng Kehan Li Jialu Sui Chang Liu Li-ming Yuan 3DH 80 8 0 05 Dec 2023
Copy Is All You Need Tian Lan Deng Cai Yan Wang Heyan Huang Xian-Ling Mao 79 30 0 13 Jul 2023
Explicit Syntactic Guidance for Neural Text Generation Yafu Li Leyang Cui Jianhao Yan Yongjng Yin Wei Bi Shuming Shi Yue Zhang 82 9 0 20 Jun 2023
KNN-LM Does Not Improve Open-ended Text Generation Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha Mohit Iyyer RALM 90 8 0 24 May 2023
The MiniPile Challenge for Data-Efficient Language Models Jean Kaddour MoE ALM 130 46 0 17 Apr 2023
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model Peng Jin Hao Li Ze-Long Cheng Kehan Li Xiang Ji Chang-rui Liu Li-ming Yuan Jie Chen DiffM VGen 89 57 0 17 Mar 2023
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering Qichen Ye Bowen Cao Nuo Chen Weiyuan Xu Yuexian Zou 61 17 0 23 Feb 2023
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 144 50 0 02 Dec 2022
Contrastive Search Is What You Need For Neural Text Generation Yixuan Su Nigel Collier 91 53 0 25 Oct 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 316 132 0 25 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 377 3,700 0 02 May 2022
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu ELM LM&MA 91 349 0 27 Mar 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 134 211 0 02 Feb 2022
Improving language models by retrieving from trillions of tokens Sebastian Borgeaud A. Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford ... Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen Laurent Sifre KELM RALM 256 1,101 0 08 Dec 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 361 1,710 0 15 Oct 2021
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 77 48 0 16 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 151 1,944 0 08 Sep 2021
Neural Machine Translation with Monolingual Translation Memory Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 80 103 0 24 May 2021
Adaptive Semiparametric Language Models Dani Yogatama Cyprien de Masson dÁutume Lingpeng Kong KELM RALM 85 100 0 04 Feb 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 135 363 0 02 Feb 2021
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 72 122 0 23 Dec 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 73 286 0 01 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 132 811 0 28 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 908 42,520 0 28 May 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 212 3,799 0 10 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 147 2,121 0 10 Feb 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 179 842 0 01 Nov 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 95 163 0 11 Sep 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 70 583 0 12 Aug 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 83 157 0 13 Jun 2019
Bridging the Gap between Training and Inference for Neural Machine Translation Wen Zhang Yang Feng Fandong Meng Di You Qun Liu AIMat 80 242 0 06 Jun 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 209 3,213 0 22 Apr 2019
Non-Monotonic Sequential Text Generation Sean Welleck Kianté Brantley Hal Daumé Kyunghyun Cho 89 130 0 05 Feb 2019
A Retrieve-and-Edit Framework for Predicting Structured Outputs Tatsunori B. Hashimoto Kelvin Guu Yonatan Oren Percy Liang BDL KELM 107 176 0 04 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory Deng Cai Yan Wang Victoria Bi Zhaopeng Tu Xiaojiang Liu Wai Lam Shuming Shi RALM 82 94 0 14 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 122 1,571 0 08 Sep 2018
Retrieve and Refine: Improved Sequence Generation Models For Dialogue Jason Weston Emily Dinan Alexander H. Miller RALM 83 204 0 14 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
Response Generation by Context-aware Prototype Editing Yu Wu Furu Wei Shaohan Huang Yunli Wang Zhoujun Li Ming Zhou KELM 98 122 0 19 Jun 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 216 2,672 0 14 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 827 132,725 0 12 Jun 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 279 3,746 0 28 Feb 2017
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 97 527 0 25 Feb 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 111 1,619 0 20 Nov 2015
Quantization based Fast Inner Product Search Ruiqi Guo Sanjiv Kumar K. Choromanski David Simcha 106 109 0 04 Sep 2015
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) Anshumali Shrivastava Ping Li 125 473 0 22 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013