Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

2 July 2020

Papers citing "Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"

50 / 747 papers shown

Title
kNN-Prompt: Nearest Neighbor Zero-Shot Inference Weijia Shi Julian Michael Suchin Gururangan Luke Zettlemoyer RALM VLM 26 32 0 27 May 2022
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 30 5 0 25 May 2022
Optimizing Test-Time Query Representations for Dense Retrieval Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee 33 5 0 25 May 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 242 128 0 25 May 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 30 21 0 25 May 2022
Generating Natural Language Proofs with Verifier-Guided Search Kaiyu Yang Jia Deng Danqi Chen LRM 31 69 0 25 May 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 90 28 0 24 May 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 240 91 0 23 May 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships Jie Huang Kerui Zhu Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 30 10 0 21 May 2022
Two-Step Question Retrieval for Open-Domain QA Yeon Seonwoo Juhee Son Jiho Jin Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice H. Oh RALM LRM 40 5 0 19 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 43 27 0 18 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
Long Document Re-ranking with Modular Re-ranker Luyu Gao Jamie Callan OffRL 21 13 0 09 May 2022
Retrieval-Enhanced Machine Learning Hamed Zamani Fernando Diaz Mostafa Dehghani Donald Metzler Michael Bendersky 27 49 0 02 May 2022
Conversational Question Answering on Heterogeneous Sources Philipp Christmann Rishiraj Saha Roy Gerhard Weikum 29 42 0 25 Apr 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? Yuchen Cui S. Niekum Abhi Gupta Vikash Kumar Aravind Rajeswaran LM&Ro 30 74 0 23 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 30 156 0 22 Apr 2022
Standing on the Shoulders of Giant Frozen Language Models Yoav Levine Itay Dalmedigos Ori Ram Yoel Zeldes Daniel Jannai ... Barak Lenz Shai Shalev-Shwartz Amnon Shashua Kevin Leyton-Brown Y. Shoham VLM 35 49 0 21 Apr 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 36 12 0 20 Apr 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 33 157 0 15 Apr 2022
ASQA: Factoid Questions Meet Long-Form Answers Ivan Stelmakh Yi Luan Bhuwan Dhingra Ming-Wei Chang 29 160 0 12 Apr 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies Angela Fan Claire Gardent 27 4 0 12 Apr 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 32 26 0 10 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
Multifaceted Improvements for Conversational Open-Domain Question Answering Tingting Liang Yixuan Jiang Congying Xia Ziqiang Zhao Yuyu Yin Philip S. Yu 19 4 0 01 Apr 2022
PanGu-Bot: Efficient Generative Dialogue Pre-training from Pre-trained Language Model Fei Mi Yitong Li Yulong Zeng Jingyan Zhou Yasheng Wang Chuanfei Xu Lifeng Shang Xin Jiang Shiqi Zhao Qun Liu ALM 45 18 0 31 Mar 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 18 7 0 30 Mar 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion Kurt Shuster M. Komeili Leonard Adolphs Stephen Roller Arthur Szlam Jason Weston KELM 45 122 0 24 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 246 259 0 21 Mar 2022
Calibration of Machine Reading Systems at Scale S. Dhuliawala Leonard Adolphs Rajarshi Das Mrinmaya Sachan 36 11 0 20 Mar 2022
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training Yuxian Gu Jiaxin Wen Hao Sun Yi Song Pei Ke ... Zheng Zhang Jianzhu Yao Lei Liu Xiaoyan Zhu Minlie Huang 21 55 0 17 Mar 2022
ReACC: A Retrieval-Augmented Code Completion Framework Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 25 139 0 15 Mar 2022
Efficient Long Sequence Encoding via Synchronization Xiangyang Mou Mo Yu Bingsheng Yao Lifu Huang 44 0 0 15 Mar 2022
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering Man Luo Kazuma Hashimoto Semih Yavuz Zhiwei Liu Chitta Baral Yingbo Zhou 29 21 0 14 Mar 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 23 23 0 14 Mar 2022
Internet-augmented language models through few-shot prompting for open-domain question answering Angeliki Lazaridou E. Gribovskaya Wojciech Stokowiec N. Grigorev KELM LRM 20 131 0 10 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Dan Su Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 19 59 0 01 Mar 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Xiaokang Zhang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 25 118 0 27 Feb 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 18 28 0 16 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 25 26 0 15 Feb 2022
When Do Flat Minima Optimizers Work? Jean Kaddour Linqing Liu Ricardo M. A. Silva Matt J. Kusner ODL 24 58 0 01 Feb 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation Yihe Wang Yitong Li Yasheng Wang Fei Mi Pingyi Zhou Xin Wang Jin Liu Xin Jiang Qun Liu RALM 54 3 0 27 Jan 2022
Relational Memory Augmented Language Models Qi Liu Dani Yogatama Phil Blunsom KELM RALM 67 32 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 27 4 0 24 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 46 1,560 0 20 Jan 2022
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering Feng Gao Q. Ping Govind Thattai Aishwarya N. Reganti Yingting Wu Premkumar Natarajan 18 17 0 14 Jan 2022
Atomized Search Length: Beyond User Models J. Alex Keith B. Hall Donald Metzler MQ 8 3 0 05 Jan 2022
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling Yang Deng Yaliang Li Wenxuan Zhang Bolin Ding W. Lam 30 36 0 27 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 38 813 0 16 Dec 2021
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 21 45 0 16 Dec 2021