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
Offline Reinforcement Learning with Imbalanced Datasets Li Jiang Sijie Cheng Jielin Qiu Haoran Xu Wai Kin Victor Chan Zhao Ding OffRL 37 3 0 06 Jul 2023
Scaling In-Context Demonstrations with Structured Attention Tianle Cai Kaixuan Huang Jason D. Lee Mengdi Wang LRM 33 8 0 05 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 51 17 0 05 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 28 31 0 04 Jul 2023
Trainable Transformer in Transformer A. Panigrahi Sadhika Malladi Mengzhou Xia Sanjeev Arora VLM 32 12 0 03 Jul 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 21 7 0 01 Jul 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang Hamed Firooz RALM 32 3 0 30 Jun 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 21 216 0 27 Jun 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 33 18 0 23 Jun 2023
Hallucination is the last thing you need Shawn Curran Sam Lansley Oliver Bethell AILaw 11 12 0 20 Jun 2023
RepoFusion: Training Code Models to Understand Your Repository Disha Shrivastava Denis Kocetkov H. D. Vries Dzmitry Bahdanau Torsten Scholak 89 28 0 19 Jun 2023
UniMC: A Unified Framework for Long-Term Memory Conversation via Relevance Representation Learning Kang Zhao Wei Liu Jian Luan Ming-liang Gao Li Qian H. Teng Bin Wang 68 6 0 18 Jun 2023
GLIMMER: generalized late-interaction memory reranker Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Sumit Sanghai William W. Cohen Joshua Ainslie RALM 51 4 0 17 Jun 2023
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models Junting Pan Ziyi Lin Yuying Ge Xiatian Zhu Renrui Zhang Yi Wang Yu Qiao Hongsheng Li MLLM 32 26 0 15 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 17 97 0 13 Jun 2023
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning Soyeong Jeong Jinheon Baek Sung Ju Hwang Jong C. Park 35 2 0 07 Jun 2023
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
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion Dongfu Jiang Xiang Ren Bill Yuchen Lin ELM 22 275 0 05 Jun 2023
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference Yan Xu Deqian Kong Dehong Xu Ziwei Ji Bo Pang Pascale Fung Yingting Wu 29 6 0 01 Jun 2023
Reimagining Retrieval Augmented Language Models for Answering Queries W. Tan Yuliang Li Pedro Rodriguez Rich James Xi Lin A. Halevy Scott Yih KELM LRM 45 9 0 01 Jun 2023
Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing Jiayi Wei Greg Durrett Işıl Dillig KELM SyDa 43 11 0 29 May 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 34 14 0 29 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 30 0 0 28 May 2023
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks Zhicheng Guo Sijie Cheng Yile Wang Peng Li Yang Liu RALM 30 18 0 28 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 30 62 0 27 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 34 12 0 26 May 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 25 3 0 26 May 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering Cunxiang Wang Hao Yu Yue Zhang 33 9 0 26 May 2023
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering Sabrina Chiesurin Dimitris Dimakopoulos Marco Antonio Sobrevilla Cabezudo Arash Eshghi Ioannis V. Papaioannou Verena Rieser Ioannis Konstas HILM 27 25 0 25 May 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models Ehsan Doostmohammadi Tobias Norlund Marco Kuhlmann Richard Johansson RALM 35 8 0 25 May 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 34 6 0 24 May 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 36 218 0 24 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 18 8 0 24 May 2023
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages Qiaolin Gou Zehua Xia Wen-Hau Du 33 0 0 24 May 2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions Anthony Chen Panupong Pasupat Sameer Singh Hongrae Lee Kelvin Guu 32 40 0 24 May 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 28 1 0 24 May 2023
Adapting Language Models to Compress Contexts Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 16 174 0 24 May 2023
Allies: Prompting Large Language Model with Beam Search Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 33 5 0 24 May 2023
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 40 318 0 24 May 2023
KNN-LM Does Not Improve Open-ended Text Generation Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha Mohit Iyyer RALM 50 8 0 24 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 29 4 0 23 May 2023
Question Answering as Programming for Solving Time-Sensitive Questions Xinyu Zhu Cheng Yang B. Chen Siheng Li Jian-Guang Lou Yujiu Yang KELM 38 11 0 23 May 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions Wenhao Yu Meng Jiang Peter Clark Ashish Sabharwal 20 21 0 23 May 2023
Improving Language Models via Plug-and-Play Retrieval Feedback Wenhao Yu Zhihan Zhang Zhenwen Liang Meng Jiang Ashish Sabharwal KELM LRM 35 71 0 23 May 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan Wei Wang DeLMO 198 110 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 225 157 0 22 May 2023
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng RALM 33 3 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 28 9 0 22 May 2023
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 34 30 0 21 May 2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search Nikita Sorokin Dmitry Abulkhanov Sergey I. Nikolenko Valentin Malykh 29 3 0 19 May 2023