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"

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Title
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 24 9 0 10 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 85 76 0 08 Dec 2023
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use Yuhan Chen Ang Lv Ting-En Lin C. Chen Yuchuan Wu Fei Huang Yongbin Li Rui Yan 31 24 0 07 Dec 2023
DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework Keonwoo Kim Younggun Lee VLM 36 0 0 05 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents James Enouen Hootan Nakhost Sayna Ebrahimi Sercan Ö. Arik Yan Liu Tomas Pfister 33 5 0 03 Dec 2023
Towards leveraging LLMs for Conditional QA Syed-Amad Hussain Parag Dakle SaiKrishna Rallabandi Preethi Raghavan ELM 29 2 0 02 Dec 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions Zhebin Zhang Xinyu Zhang Yuanhang Ren Saijiang Shi Meng Han Yongkang Wu Ruofei Lai Bo Zhao RALM LRM 27 15 0 30 Nov 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 47 53 0 28 Nov 2023
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective Lukas Wutschitz Boris Köpf Andrew J. Paverd Saravan Rajmohan Ahmed Salem Shruti Tople Santiago Zanella Béguelin Menglin Xia Victor Rühle 46 13 0 27 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 44 56 0 21 Nov 2023
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning Qingyu Tan Hwee Tou Ng Lidong Bing 28 6 0 16 Nov 2023
LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks Mihir Parmar Aakanksha Naik Himanshu Gupta Disha Agrawal Chitta Baral LM&MA 30 3 0 16 Nov 2023
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation Xi Ye Ruoxi Sun Sercan Ö. Arik Tomas Pfister HILM 34 25 0 16 Nov 2023
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach Pritom Saha Akash Kashob Kumar Roy Lucian Popa Kevin Chen-Chuan Chang 18 3 0 15 Nov 2023
Empirical evaluation of Uncertainty Quantification in Retrieval-Augmented Language Models for Science S. Wagle Sai Munikoti Anurag Acharya Sara Smith Sameera Horawalavithana 16 5 0 15 Nov 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 70 105 0 15 Nov 2023
Learning to Filter Context for Retrieval-Augmented Generation Zhiruo Wang Jun Araki Zhengbao Jiang Md. Rizwan Parvez Graham Neubig RALM 42 50 0 14 Nov 2023
KTRL+F: Knowledge-Augmented In-Document Search Hanseok Oh Haebin Shin Miyoung Ko Hyunji Lee Minjoon Seo 36 3 0 14 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document Zheng Chu Zekun Wang Jiafeng Liang Ming Liu Bing Qin 21 2 0 08 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 45 11 0 08 Nov 2023
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning Sai Munikoti Anurag Acharya S. Wagle Sameera Horawalavithana LRM 21 6 0 07 Nov 2023
A Survey of Large Language Models Attribution Dongfang Li Zetian Sun Xinshuo Hu Zhenyu Liu Ziyang Chen Baotian Hu Aiguo Wu Min Zhang HILM 21 49 0 07 Nov 2023
Adapting Pre-trained Generative Models for Extractive Question Answering Prabir Mallick Tapas Nayak Indrajit Bhattacharya 19 2 0 06 Nov 2023
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models Lovisa Hagström Denitsa Saynova Tobias Norlund Moa Johansson Richard Johansson KELM HILM 29 8 0 02 Nov 2023
Blending Reward Functions via Few Expert Demonstrations for Faithful and Accurate Knowledge-Grounded Dialogue Generation Wanyu Du Yangfeng Ji 24 1 0 02 Nov 2023
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation Ta-Chung Chi Ting-Han Fan Alexander I. Rudnicky 22 4 0 01 Nov 2023
Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering Xin Su Phillip Howard Nagib Hakim Steven Bethard 32 3 0 30 Oct 2023
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension Guoxin Chen Yiming Qian Bowen Wang Liangzhi Li 18 7 0 27 Oct 2023
Detrimental Contexts in Open-Domain Question Answering Philhoon Oh James Thorne 22 1 0 27 Oct 2023
Knowledge Corpus Error in Question Answering Yejoon Lee Philhoon Oh James Thorne 26 2 0 27 Oct 2023
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering Sukmin Cho Jeongyeon Seo Soyeong Jeong Jong C. Park RALM 29 2 0 26 Oct 2023
Alquist 5.0: Dialogue Trees Meet Generative Models. A Novel Approach for Enhancing SocialBot Conversations Ondrej Kobza Jan Cuhel Tommaso Gargiani David Herel Petr Marek 26 3 0 24 Oct 2023
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review Banghao Chen Zhaofeng Zhang Nicolas Langrené Shengxin Zhu LLMAG 34 4 0 23 Oct 2023
$Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning$ Once Upon a $\textit{Time}$ in $\textit{Graph}$ : Relative-Time Pretraining for Complex Temporal Reasoning Sen Yang Xin Li Li Bing Wai Lam AI4CE 29 9 0 23 Oct 2023
Strong and Efficient Baselines for Open Domain Conversational Question Answering Andrei Catalin Coman Gianni Barlacchi Adria de Gispert 16 3 0 23 Oct 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models Gangwoo Kim Sungdong Kim Byeongguk Jeon Joonsuk Park Jaewoo Kang UQLM 28 25 0 23 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 45 13 0 23 Oct 2023
Language Models Hallucinate, but May Excel at Fact Verification Jian Guan Jesse Dodge David Wadden Minlie Huang Hao Peng LRM HILM 40 28 0 23 Oct 2023
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems Tianyuan Shi Liangzhi Li Zijian Lin Tao Yang Xiaojun Quan Qifan Wang RALM 20 6 0 23 Oct 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter Haoyan Yang Zhitao Li Yong Zhang Jianzong Wang Ning Cheng Ming Li Jing Xiao RALM 19 28 0 23 Oct 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 30 37 0 22 Oct 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 50 12 0 20 Oct 2023
Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making Yanrui Du Sendong Zhao Hao Wang Yuhan Chen Rui Bai Zewen Qiang Muzhen Cai Bing Qin 18 0 0 20 Oct 2023
Descriptive Knowledge Graph in Biomedical Domain Kerui Zhu Jie Huang Kevin Chen-Chuan Chang MedIm 22 2 0 18 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 34 10 0 16 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 54 14 0 15 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 27 0 0 13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 35 33 0 13 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 41 0 0 13 Oct 2023
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System Weizhou Shen Yingqi Gao Canbin Huang Fanqi Wan Xiaojun Quan Wei Bi RALM 32 9 0 13 Oct 2023