Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2007.01282
Cited By
v1
v2 (latest)
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering
2 July 2020
Gautier Izacard
Edouard Grave
RALM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"
50 / 891 papers shown
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Jinyoung Park
Minseok Joo
Joo-Kyung Kim
H. Kim
RALM
248
7
0
12 Oct 2024
ACER: Automatic Language Model Context Extension via Retrieval
Luyu Gao
Yunyi Zhang
Jamie Callan
RALM
177
0
0
11 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Philipp Christmann
Svitlana Vakulenko
Ionut Teodor Sorodoc
Bill Byrne
Adria de Gispert
RALM
204
0
0
11 Oct 2024
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text
Songshuo Lu
Hua Wang
Yutian Rong
Zhi Chen
Yaohua Tang
VLM
291
39
0
10 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
Mengxuan Hu
Hongyi Wu
Zihan Guan
Ronghang Zhu
Dongliang Guo
Daiqing Qi
Sheng Li
SILM
309
11
0
10 Oct 2024
Large Language Models in Qualitative Research: Can We Do the Data Justice?
International Conference on Human Factors in Computing Systems (CHI), 2024
Hope Schroeder
Marianne Aubin Le Quéré
Casey Randazzo
David Mimno
Sarita Schoenebeck
209
0
0
09 Oct 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Francesco Maria Molfese
Simone Conia
Riccardo Orlando
Roberto Navigli
ReLM
LRM
RALM
215
7
0
07 Oct 2024
Accelerating Inference of Networks in the Frequency Domain
ACM Multimedia Asia (MMAsia), 2024
Chenqiu Zhao
Guanfang Dong
Anup Basu
325
51
0
06 Oct 2024
Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?
John Mavi
Nathan Summers
Sergio Coronado
LLMAG
113
0
0
05 Oct 2024
LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy
Rongzhi Zhang
Kuang Wang
Liyuan Liu
Shuohang Wang
Hao Cheng
Chao Zhang
Yelong Shen
MQ
194
25
0
04 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Han He
Qianchu Liu
Lei Xu
Chaitanya P. Shivade
Yi Zhang
S. Srinivasan
Katrin Kirchhoff
446
9
0
03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
315
6
0
03 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Zhengren Wang
Qinhan Yu
Shida Wei
Zhiyu Li
Feiyu Xiong
Xiaoxing Wang
Pengnian Qi
Hao Liang
Wentao Zhang
RALM
488
4
0
30 Sep 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
International Conference on Learning Representations (ICLR), 2024
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq Joty
HILM
646
44
0
30 Sep 2024
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems
International Conference on Computational Linguistics (COLING), 2024
Xuyang Wu
Shuowei Li
Hsin-Tai Wu
Zhiqiang Tao
Yi Fang
527
27
0
29 Sep 2024
Integrating Hierarchical Semantic into Iterative Generation Model for Entailment Tree Explanation
Qin Wang
Jianzhou Feng
Yiming Xu
192
0
0
26 Sep 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Wanqi Yang
Yanda Li
Meng Fang
Ling Chen
278
12
0
25 Sep 2024
APILOT: Navigating Large Language Models to Generate Secure Code by Sidestepping Outdated API Pitfalls
Weiheng Bai
Keyang Xuan
Pengxiang Huang
Qiushi Wu
Jianing Wen
Jingjing Wu
Kangjie Lu
LLMAG
KELM
175
5
0
25 Sep 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Lu Chen
Ruqing Zhang
Jiafeng Guo
Yixing Fan
Xueqi Cheng
151
9
0
24 Sep 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey
Yujia Zhou
Yan Liu
Xiaoxi Li
Jiajie Jin
Hongjin Qian
Zheng Liu
Chaozhuo Li
Zhicheng Dou
Tsung-Yi Ho
Philip S. Yu
3DV
RALM
282
81
0
16 Sep 2024
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models
International Conference on the Theory of Information Retrieval (ICTIR), 2024
Alireza Salemi
Hamed Zamani
387
18
0
14 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization
European Conference on Artificial Intelligence (ECAI), 2024
Gentiana Rashiti
G. Karunaratne
Mrinmaya Sachan
Abu Sebastian
Abbas Rahimi
RALM
544
1
0
12 Sep 2024
Column Vocabulary Association (CVA): semantic interpretation of dataless tables
Margherita Martorana
Xueli Pan
Benno Kruit
Tobias Kuhn
Jacco van Ossenbruggen
188
1
0
06 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System
Sriram Veturi
Saurabh Vaichal
Reshma Lal Jagadheesh
Nafis Irtiza Tripto
Nian Yan
RALM
220
21
0
05 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yeonjun In
Sungchul Kim
Ryan Rossi
Md Mehrab Tanjim
Tong Yu
Ritwik Sinha
Chanyoung Park
299
7
0
04 Sep 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks
International Conference on Machine Learning (ICML), 2024
Nicholas Monath
Will Grathwohl
Michael Boratko
Rob Fergus
Andrew McCallum
Manzil Zaheer
197
0
0
03 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities
Xuechen Liang
Yangfan He
Yinghui Xia
Xinyuan Song
Jianhui Wang
...
Keqin Li
Jiaqi Chen
Jinsong Yang
Siyuan Chen
Tianyu Shi
LLMAG
KELM
CLL
472
40
0
01 Sep 2024
MemLong: Memory-Augmented Retrieval for Long Text Modeling
Weijie Liu
Zecheng Tang
Juntao Li
Kehai Chen
Min Zhang
RALM
166
10
0
30 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
Haowen Hou
Fei Ma
Binwen Bai
Xinxin Zhu
Fei Yu
200
4
0
28 Aug 2024
A Statistical Framework for Data-dependent Retrieval-Augmented Models
International Conference on Machine Learning (ICML), 2024
Soumya Basu
A. S. Rawat
Manzil Zaheer
RALM
283
2
0
27 Aug 2024
Writing in the Margins: Better Inference Pattern for Long Context Retrieval
M. Russak
Umar Jamil
Christopher Bryant
Kiran Kamble
Axel Magnuson
Mateusz Russak
Waseem Alshikh
197
6
0
27 Aug 2024
Large Language Model Driven Recommendation
Anton Korikov
Scott Sanner
Yashar Deldjoo
Zhankui He
Julian McAuley
...
René Vidal
M. Sathiamoorthy
Atoosa Kasrizadeh
Silvia Milano
Francesco Ricci
322
0
0
20 Aug 2024
Emotional RAG LLMs: Reading Comprehension for the Open Internet
Benjamin Z. Reichman
Adar Avsian
Kartik Talamadupula
Toshish Jawale
Larry Heck
RALM
213
1
0
20 Aug 2024
Graph Retrieval-Augmented Generation: A Survey
Boci Peng
Yun Zhu
Yongchao Liu
Xiaohe Bo
Haizhou Shi
Chuntao Hong
Yan Zhang
Siliang Tang
3DV
713
277
0
15 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yufei Huang
Xu Han
Maosong Sun
235
3
0
12 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
International Conference on AI in Finance (ICAF), 2024
Bhaskarjit Sarmah
Benika Hall
Rohan Rao
Sunil Patel
Stefano Pasquali
Dhagash Mehta
312
131
0
09 Aug 2024
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs
Ayush RoyChowdhury
Mulong Luo
Prateek Sahu
Sarbartha Banerjee
Mohit Tiwari
SILM
405
0
0
09 Aug 2024
Retrieval-augmented code completion for local projects using large language models
Expert systems with applications (ESWA), 2024
Marko Hostnik
Marko Robnik-Sikonja
RALM
291
4
0
09 Aug 2024
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
Seong-Il Park
Seung-Woo Choi
Na-Hyun Kim
Jay-Yoon Lee
RALM
AIFin
LRM
253
5
0
08 Aug 2024
Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yanghai Zhang
Ye Liu
Shiwei Wu
Kai Zhang
Xukai Liu
Qi Liu
Enhong Chen
164
4
0
06 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions
Hassan S. Shavarani
Anoop Sarkar
RALM
196
8
0
05 Aug 2024
MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
Rivik Setty
Chengjin Xu
Vinay Setty
Jian Guo
275
29
0
31 Jul 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
International Conference on Learning Representations (ICLR), 2024
Zehui Chen
Kuikun Liu
Qiuchen Wang
Jiangning Liu
Wenwei Zhang
Kai Chen
Feng Zhao
LLMAG
388
44
0
29 Jul 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Zhuowan Li
Cheng-rong Li
Mingyang Zhang
Qiaozhu Mei
Michael Bendersky
3DV
RALM
258
100
0
23 Jul 2024
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation
Yuxuan Hu
Minghuan Tan
Chenwei Zhang
Zixuan Li
Xiaodan Liang
Min Yang
Chengming Li
Xiping Hu
173
9
0
23 Jul 2024
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation
Marco Simoni
Andrea Saracino
Vinod Puthuvath
Maurco Conti
315
12
0
22 Jul 2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
Akash Kumar Mohankumar
K. Gururaj
Gagan Madan
Amit Singh
RALM
181
2
0
19 Jul 2024
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
Peng Xu
Ming-Yu Liu
Xianchao Wu
Zihan Liu
Mohammad Shoeybi
Mohammad Shoeybi
Bryan Catanzaro
RALM
492
35
0
19 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Zhouyu Jiang
Mengshu Sun
Lei Liang
Qing Cui
RALM
415
40
0
18 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey
Shangyu Wu
Ying Xiong
Yufei Cui
Haolun Wu
Can Chen
...
Lianming Huang
Xue Liu
Tei-Wei Kuo
Nan Guan
Chun Jason Xue
3DV
RALM
473
97
0
18 Jul 2024
Previous
1
2
3
...
5
6
7
...
16
17
18
Next
Page 6 of 18
Page
of 18
Go
