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
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 30 2 0 14 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 15 6 0 14 Oct 2022
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning Wangzhen Guo Qinkang Gong Hanjiang Lai LRM 27 4 0 13 Oct 2022
Query Expansion Using Contextual Clue Sampling with Language Models Linqing Liu Minghan Li Jimmy J. Lin Sebastian Riedel Pontus Stenetorp 34 10 0 13 Oct 2022
Context Generation Improves Open Domain Question Answering Dan Su M. Patwary Shrimai Prabhumoye Peng Xu R. Prenger M. Shoeybi Pascale Fung Anima Anandkumar Bryan Catanzaro LLMAG LRM 30 7 0 12 Oct 2022
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zong-xiao Li Chong You Srinadh Bhojanapalli Daliang Li A. S. Rawat ... Kenneth Q Ye Felix Chern Felix X. Yu Ruiqi Guo Surinder Kumar MoE 27 87 0 12 Oct 2022
Decoupled Context Processing for Context Augmented Language Modeling Zonglin Li Ruiqi Guo Surinder Kumar RALM KELM 21 23 0 11 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 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
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 74 69 0 07 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 54 561 0 07 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang Wenhao Yu Chenguang Zhu Meng Jiang 39 11 0 07 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju Wenhao Yu Tong Zhao Chuxu Zhang Yanfang Ye 61 24 0 06 Oct 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Wenhu Chen Hexiang Hu Xi Chen Pat Verga William W. Cohen RALM 16 143 0 06 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 201 60 0 04 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 38 9 0 01 Oct 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick K. L. Ng Henghui Zhu A. Li Jun Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 175 80 0 30 Sep 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 65 77 0 28 Sep 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 36 8 0 23 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 237 322 0 21 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 62 30 0 21 Sep 2022
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce Bo Chen Jiayi Liu M. Maimaiti Xing Gao Ji Zhang 25 3 0 20 Sep 2022
Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations Jiatong Li Bin He Fei Mi 24 3 0 01 Sep 2022
Domain-Specific NER via Retrieving Correlated Samples Xin Zhang Yong-jia Jiang Xiaobin Wang Xuming Hu Yueheng Sun Pengjun Xie Meishan Zhang 36 14 0 27 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 28 47 0 21 Aug 2022
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback Jing Xu Megan Ung M. Komeili Kushal Arora Y-Lan Boureau Jason Weston 30 37 0 05 Aug 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 35 235 0 05 Aug 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 56 82 0 02 Aug 2022
Efficient Long-Text Understanding with Short-Text Models Maor Ivgi Uri Shaham Jonathan Berant VLM 33 76 0 01 Aug 2022
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction Martin Fajcik P. Motlícek Pavel Smrz 33 18 0 28 Jul 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 45 167 0 27 Jul 2022
Retrieval-Augmented Transformer for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara 24 57 0 26 Jul 2022
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Yin Fang Jeff Z. Pan Ningyu Zhang Wen Zhang 29 35 0 26 Jul 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 33 83 0 13 Jul 2022
DocPrompting: Generating Code by Retrieving the Docs Shuyan Zhou Uri Alon Frank F. Xu Zhiruo Wang Zhengbao Jiang Graham Neubig LLMAG 27 130 0 13 Jul 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 49 42 0 12 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 39 11 0 07 Jul 2022
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering Zhucheng Tu Sarguna Padmanabhan VLM RALM 21 3 0 05 Jul 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages Akari Asai Shayne Longpre Jungo Kasai Chia-Hsuan Lee Rui Zhang Junjie Hu Ikuya Yamada J. Clark Eunsol Choi LRM 19 14 0 02 Jul 2022
INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions Zeqiu Wu Ryu Parish Hao Cheng Sewon Min Prithviraj Ammanabrolu Mari Ostendorf Hannaneh Hajishirzi 65 15 0 02 Jul 2022
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 27 7 0 01 Jul 2022
Forecasting Future World Events with Neural Networks Andy Zou Tristan Xiao Ryan Jia Joe Kwon Mantas Mazeika Richard Li Dawn Song Jacob Steinhardt Owain Evans Dan Hendrycks 30 22 0 30 Jun 2022
Link the World: Improving Open-domain Conversation with Dynamic Spatiotemporal-aware Knowledge Han Zhou Xinchao Xu Wenquan Wu Zheng-Yu Niu Hua Wu Siqi Bao Fan Wang Haifeng Wang KELM 35 7 0 28 Jun 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 74 9 0 24 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 45 127 0 14 Jun 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Yuanze Lin Yujia Xie Dongdong Chen Yichong Xu Chenguang Zhu Lu Yuan 50 71 0 02 Jun 2022
Prompt Injection: Parameterization of Fixed Inputs Eunbi Choi Yongrae Jo Joel Jang Minjoon Seo 18 29 0 31 May 2022
A Survey in Mathematical Language Processing Jordan Meadows André Freitas AIMat 27 15 0 30 May 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System Chia-Chien Hung Tommaso Green Robert Litschko Tornike Tsereteli Sotaro Takeshita Marco Bombieri Goran Glavavs Simone Paolo Ponzetto RALM LRM 11 2 0 30 May 2022