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
MemGPT: Towards LLMs as Operating Systems Charles Packer Sarah Wooders Kevin Lin Vivian Fang Shishir G. Patil Ion Stoica Joseph E. Gonzalez RALM 42 127 0 12 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 36 20 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 185 0 11 Oct 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators Liang Chen Yang Deng Yatao Bian Zeyu Qin Bingzhe Wu Tat-Seng Chua Kam-Fai Wong HILM ELM 65 42 0 11 Oct 2023
CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving Yuhan Liu Hanchen Li Yihua Cheng Siddhant Ray Yuyang Huang ... Ganesh Ananthanarayanan Michael Maire Henry Hoffmann Ari Holtzman Junchen Jiang 50 40 0 11 Oct 2023
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs Mikhail Salnikov M. Lysyuk Pavel Braslavski Anton Razzhigaev Valentin Malykh Alexander Panchenko 24 1 0 10 Oct 2023
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution Xinze Li Yixin Cao2 Liangming Pan Yubo Ma Aixin Sun HILM 24 21 0 09 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 30 10 0 08 Oct 2023
Retrieval-Generation Synergy Augmented Large Language Models Zhangyin Feng Xiaocheng Feng Dezhi Zhao Maojin Yang Bing Qin LRM RALM 22 28 0 08 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 68 73 0 08 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 0 08 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina M. Shoeybi Bryan Catanzaro RALM LRM 14 82 0 04 Oct 2023
Dodo: Dynamic Contextual Compression for Decoder-only LMs Guanghui Qin Corby Rosset Ethan C. Chau Nikhil Rao Benjamin Van Durme 32 8 0 03 Oct 2023
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval Qi Yan Raihan Seraj Jiawei He Li Meng Tristan Sylvain 19 9 0 03 Oct 2023
RA-DIT: Retrieval-Augmented Dual Instruction Tuning Xi Lin Xilun Chen Mingda Chen Weijia Shi Maria Lomeli ... Jacob Kahn Gergely Szilvasy Mike Lewis Luke Zettlemoyer Scott Yih RALM 47 133 0 02 Oct 2023
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models Qingqing Cao Sewon Min Yizhong Wang Hannaneh Hajishirzi MQ RALM 40 4 0 02 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Linhao Luo Yuan-Fang Li Gholamreza Haffari Shirui Pan RALM LRM 50 195 0 02 Oct 2023
RelBERT: Embedding Relations with Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert KELM 22 1 0 30 Sep 2023
Augmenting LLMs with Knowledge: A survey on hallucination prevention Shaocong Long Lizhuang Ma KELM RALM HILM 22 17 0 28 Sep 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 46 53 0 27 Sep 2023
BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models Zican Dong Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen RALM ALM 36 34 0 23 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 27 7 0 20 Sep 2023
"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs Cheng Qian Xinran Zhao Sherry Tongshuang Wu KELM 30 8 0 15 Sep 2023
Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation Xianjie Wu Jian Yang Tongliang Li Di Liang Shiwei Zhang Yiyang Du Zhoujun Li HILM 24 2 0 15 Sep 2023
Cited Text Spans for Citation Text Generation Xiangci Li Yi-Hui Lee Jessica Ouyang 3DV 22 6 0 12 Sep 2023
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair Weishi Wang Yue Wang Chenyu You Steven C. H. Hoi 34 58 0 12 Sep 2023
Retrieval-Augmented Meta Learning for Low-Resource Text Classification Rongsheng Li Yong Li Hai-Tao Zheng Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 22 2 0 10 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 38 46 0 06 Sep 2023
Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge Tiezheng Yu Ziwei Ji Pascale Fung RALM 13 1 0 05 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented Generation Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 21 265 0 04 Sep 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Bo Zhao Ji-Rong Wen 29 2 0 30 Aug 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 35 0 0 28 Aug 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Guanting Dong Rumei Li Sirui Wang Yupeng Zhang Yunsen Xian Weiran Xu LMTD 36 19 0 28 Aug 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 25 21 0 27 Aug 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Keheng Wang Feiyu Duan Sirui Wang Peiguang Li Yunsen Xian Chuantao Yin Wenge Rong Zhang Xiong LRM KELM 35 73 0 25 Aug 2023
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs Ye Liu Semih Yavuz Rui Meng Meghana Moorthy Chenyu You Caiming Xiong Yingbo Zhou RALM 36 1 0 24 Aug 2023
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System Jianguo Zhang Stephen Roller Kun Qian Zhiwei Liu Rui Meng Shelby Heinecke Haiquan Wang Silvio Savarese Caiming Xiong RALM 33 3 0 16 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Ming-Yu Liu Peng Xu M. Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 37 33 0 15 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 290 0 14 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 73 0 11 Aug 2023
On Monotonic Aggregation for Open-domain QA Sanghyun Han Yeonseok Jeong Seung-won Hwang Kyungjae Lee KELM 19 0 0 08 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 32 42 0 31 Jul 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 38 121 0 31 Jul 2023
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation Micheal Abaho Yousef H. Alfaifi 19 2 0 28 Jul 2023
Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners Jihyeon Janel Lee Dain Kim Doohae Jung Boseop Kim Kyoung-Woon On 30 0 0 27 Jul 2023
Generator-Retriever-Generator Approach for Open-Domain Question Answering Abdelrahman Abdallah Adam Jatowt RALM 38 10 0 21 Jul 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao Qingbin Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 46 127 0 20 Jul 2023
Answering Ambiguous Questions via Iterative Prompting Weiwei Sun Hengyi Cai Hongshen Chen Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 45 9 0 08 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,438 0 06 Jul 2023