PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them

13 February 2021

Patrick Lewis

Papers citing "PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them"

50 / 159 papers shown

Title
When to Read Documents or QA History: On Unified and Selective Open-domain QA Kyungjae Lee Sanghyun Han Seung-won Hwang Moontae Lee RALM 24 4 0 07 Jun 2023
A Practical Toolkit for Multilingual Question and Answer Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados SyDa 26 13 0 27 May 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados 25 20 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 24 19 0 26 May 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval Kevin Lin Kyle Lo Joseph E. Gonzalez Dan Klein ReLM LMTD 8 16 0 24 May 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT Dongjie Yang Ruifeng Yuan Yuanbin Fan Yifei Yang Zili Wang Shushen Wang Hai Zhao HILM 27 8 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 27 17 0 24 May 2023
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction Ishani Mondal Michelle Yuan N. Anandhavelu Aparna Garimella Francis Ferraro Andrew Blair-Stanek Benjamin Van Durme Jordan L. Boyd-Graber 40 1 0 24 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 29 1 0 23 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang W. Yu Zheng Ning Mingxuan Ju Meng Jiang 29 4 0 23 May 2023
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering Mingda Chen Xilun Chen Wen-tau Yih SyDa 19 6 0 23 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples Deqing Fu Ameya Godbole Robin Jia 27 8 0 13 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 34 8 0 12 May 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 28 12 0 09 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma Hao Cheng Yu Zhang Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 25 16 0 04 May 2023
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise Giwon Hong Jeonghwan Kim Junmo Kang Sung-Hyon Myaeng Joyce Jiyoung Whang RALM AAML 27 19 0 02 May 2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset Jianquan Li Xidong Wang Xiangbo Wu Zhiyi Zhang Xiaolong Xu Jie Fu Prayag Tiwari Xiang Wan Benyou Wang LM&MA 69 41 0 02 May 2023
LongForm: Effective Instruction Tuning with Reverse Instructions Abdullatif Köksal Timo Schick Anna Korhonen Hinrich Schütze SyDa ALM 25 34 0 17 Apr 2023
To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency Daniel Fernando Campos Chengxiang Zhai 19 2 0 05 Apr 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 16 3 0 30 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 18 0 0 09 Mar 2023
DIFFQG: Generating Questions to Summarize Factual Changes Jeremy R. Cole Palak Jain Julian Martin Eisenschlos Michael J.Q. Zhang Eunsol Choi Bhuwan Dhingra KELM 24 3 0 01 Mar 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 36 15 0 05 Feb 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 33 19 0 03 Feb 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval John Wieting J. Clark William W. Cohen Graham Neubig Taylor Berg-Kirkpatrick 21 6 0 21 Dec 2022
HYRR: Hybrid Infused Reranking for Passage Retrieval Jing Lu Keith B. Hall Ji Ma Jianmo Ni 27 6 0 20 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 27 288 0 20 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 27 279 0 19 Dec 2022
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation Rui Meng Ye Liu Semih Yavuz Divyansh Agarwal Lifu Tu Ning Yu Jianguo Zhang Meghana Moorthy Bhat Yingbo Zhou RALM 55 0 0 17 Dec 2022
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA Junlong Li Jinyuan Wang Zhuosheng Zhang Hai Zhao LRM 33 32 0 16 Dec 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 21 11 0 23 Nov 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering Akhil Kedia Mohd Abbas Zaidi Haejun Lee 16 10 0 18 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 87 0 16 Nov 2022
Consecutive Question Generation via Dynamic Multitask Learning Yun Li Sujian Li Xing Shi LRM 21 2 0 16 Nov 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu W. Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 14 26 0 15 Nov 2022
QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 13 28 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 28 33 0 15 Nov 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 51 43 0 30 Oct 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval Gyuwan Kim Jinhyuk Lee Barlas Oğuz Wenhan Xiong Yizhe Zhang Yashar Mehdad William Yang Wang 40 2 0 25 Oct 2022
Enhancing Label Consistency on Document-level Named Entity Recognition Minbyul Jeong Jaewoo Kang 21 6 0 24 Oct 2022
Varifocal Question Generation for Fact-checking N. Ousidhoum Moy Yuan Andreas Vlachos 42 24 0 22 Oct 2022
Decoding a Neural Retriever's Latent Space for Query Suggestion Leonard Adolphs Michelle Chen Huebscher Christian Buck Sertan Girgin Olivier Bachem Massimiliano Ciaramita Thomas Hofmann RALM 15 8 0 21 Oct 2022
CONSISTENT: Open-Ended Question Generation From News Articles Tuhin Chakrabarty Justin Lewis Smaranda Muresan 25 7 0 20 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin T. Zhao Chin-Yew Lin Nan Duan LRM CoGe 33 2 0 20 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 41 256 0 17 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 37 8 0 13 Oct 2022
Context Generation Improves Open Domain Question Answering Dan Su M. Patwary Shrimai Prabhumoye Peng-Tao Xu R. Prenger M. Shoeybi Pascale Fung Anima Anandkumar Bryan Catanzaro LLMAG LRM 25 6 0 12 Oct 2022
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng Hao Fang Xiaodong Liu Jianfeng Gao RALM 33 5 0 11 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 25 21 0 09 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 13 45 0 08 Oct 2022