Dense Passage Retrieval for Open-Domain Question Answering

10 April 2020

Patrick Lewis

Sergey Edunov

Papers citing "Dense Passage Retrieval for Open-Domain Question Answering"

50 / 763 papers shown

Title
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 18 3 0 30 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean S. Clinchant 135 3 0 23 Mar 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 26 8 0 21 Mar 2023
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 43 5 0 13 Mar 2023
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation Dataset Arun Tejasvi Chaganty Megan Leszczynski Shu Zhen Zhang Ravi Ganti K. Balog Filip Radlinski 25 10 0 13 Mar 2023
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Yasuto Hoshi Daisuke Miyashita Yasuhiro Morioka Youyang Ng Osamu Torii J. Deguchi 26 0 0 09 Mar 2023
Class Cardinality Comparison as a Fermi Problem Shrestha Ghosh Simon Razniewski Gerhard Weikum 47 2 0 08 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification Seungone Kim Se June Joo Yul Jang Hyungjoo Chae Jinyoung Yeo LRM 22 12 0 07 Mar 2023
QAID: Question Answering Inspired Few-shot Intent Detection Asaf Yehudai Matan Vetzler Y. Mass Koren Lazar Doron Cohen Boaz Carmeli 23 7 0 02 Mar 2023
On the Generalization Ability of Retrieval-Enhanced Transformers Tobias Norlund Ehsan Doostmohammadi Richard Johansson Marco Kuhlmann RALM 35 6 0 23 Feb 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 46 7 0 21 Feb 2023
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production Ante Wang Linfeng Song Qi Liu Haitao Mi Longyue Wang Zhaopeng Tu Jinsong Su Dong Yu 24 12 0 16 Feb 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning Zhuolin Yang Ming-Yu Liu Zihan Liu V. Korthikanti Weili Nie ... Yuke Zhu M. Shoeybi Bryan Catanzaro Chaowei Xiao Anima Anandkumar VLM RALM 34 39 0 09 Feb 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Stephen Obadinma Faiza Khan Khattak Shi Wang Tania Sidhom Elaine Lau ... Jaswinder Narain D. Pandya Xiao-Dan Zhu Frank Rudzicz Elham Dolatabadi AI4TS 29 3 0 07 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 46 15 0 05 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 27 4 0 03 Feb 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 23 9 0 30 Jan 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 85 586 0 30 Jan 2023
A System for Human-AI collaboration for Online Customer Support Debayan Banerjee Mathis Poser Christina Wiethof Varun Shankar Subramanian Richard Paucar E. Bittner Christian Biemann 30 3 0 28 Jan 2023
A Study on FGSM Adversarial Training for Neural Retrieval Simon Lupart S. Clinchant AAML 40 7 0 25 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean S. Clinchant 28 11 0 25 Jan 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development Avirup Sil Jaydeep Sen Bhavani Iyer M. Franz Kshitij P. Fadnis ... Yulong Li Md Arafat Sultan Riyaz Ahmad Bhat Radu Florian Salim Roukos 37 4 0 23 Jan 2023
CS-lol: a Dataset of Viewer Comment with Scene in E-sports Live-streaming Junjie H. Xu Yu Nakano Lingrong Kong Kojiro Iizuka 16 6 0 17 Jan 2023
Opening up Minds with Argumentative Dialogues Youmna Farag C. Brand Jacopo Amidei P. Piwek Tom Stafford Svetlana Stoyanchev Andreas Vlachos AI4CE 30 5 0 16 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering Paul Lerner O. Ferret C. Guinaudeau 24 9 0 11 Jan 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 25 8 0 06 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 34 13 0 03 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 146 160 0 31 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 0 21 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 54 9 0 21 Dec 2022
Generation-Augmented Query Expansion For Code Retrieval Dong Li Yelong Shen Ruoming Jin Yi Mao Kuan-Chieh Jackson Wang Weizhu Chen RALM 28 8 0 20 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 64 529 0 20 Dec 2022
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 44 390 0 20 Dec 2022
Fine-Grained Distillation for Long Document Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Guodong Long Can Xu Daxin Jiang RALM 32 28 0 20 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Zhaochun Ren 42 62 0 20 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 34 39 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 282 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 42 52 0 19 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 28 13 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 29 31 0 19 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 35 9 0 19 Dec 2022
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao 55 1 0 19 Dec 2022
Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems Sarah E. Finch James D. Finch Jinho Choi 38 12 0 18 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao Siu-Ming Yiu Nan Duan RALM 56 3 0 18 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 25 0 0 17 Dec 2022
Controlling Styles in Neural Machine Translation with Activation Prompt Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 35 10 0 17 Dec 2022
PolQA: Polish Question Answering Dataset Piotr Rybak Piotr Przybyła M. Ogrodniczuk 28 6 0 17 Dec 2022
Evaluating Step-by-Step Reasoning through Symbolic Verification Yi-Fan Zhang Hanlin Zhang Li Erran Li Eric P. Xing ReLM LRM 19 8 0 16 Dec 2022
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference Michiel de Jong Yury Zemlyanskiy Joshua Ainslie Nicholas FitzGerald Sumit Sanghai Fei Sha William W. Cohen VLM 23 32 0 15 Dec 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 43 59 0 15 Dec 2022