Title
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and PromisesJournal of Biomedical Informatics (JBI), 2023 Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 287 25 0 07 Jun 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage RankingInternational Conference on Information and Knowledge Management (CIKM), 2023 Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 150 16 0 29 May 2023
Plug-and-Play Document Modules for Pre-trained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 203 9 0 28 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-InAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 261 82 0 27 May 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Cunxiang Wang Hao Yu Yue Zhang 155 11 0 26 May 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhihong Shao Yeyun Gong Yelong Shen Shiyu Huang Nan Duan Weizhu Chen RALM LRM KELM 267 368 0 24 May 2023
SAIL: Search-Augmented Instruction LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hongyin Luo Yung-Sung Chuang Yuan Gong Tianhua Zhang Yoon Kim Xixin Wu D. Fox Helen Meng James R. Glass ALM LRM RALM 222 34 0 24 May 2023
Privacy Implications of Retrieval-Based Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yangsibo Huang Samyak Gupta Zexuan Zhong Keqin Li Danqi Chen RALM 160 42 0 24 May 2023
Adapting Language Models to Compress ContextsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 221 249 0 24 May 2023
Allies: Prompting Large Language Model with Beam SearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 213 10 0 24 May 2023
Trusting Your Evidence: Hallucinate Less with Context-aware DecodingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Weijia Shi Xiaochuang Han M. Lewis Yulia Tsvetkov Luke Zettlemoyer Scott Yih HILM 190 283 0 24 May 2023
KNN-LM Does Not Improve Open-ended Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha Mohit Iyyer RALM 170 13 0 24 May 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on WikipediaConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sina J. Semnani Violet Z. Yao He Zhang M. Lam KELM AI4MH 283 101 0 23 May 2023
Query Rewriting for Retrieval-Augmented Large Language Models Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan KELM LRM 207 182 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 239 94 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsInternational Conference on Learning Representations (ICLR), 2023 Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 641 240 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous SourcesInternational Conference on Learning Representations (ICLR), 2023 Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq Joty Soujanya Poria Lidong Bing HILM BDL LRM 384 140 0 22 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 379 398 0 20 May 2023
Complex Claim Verification with Evidence Retrieved in the WildNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 292 111 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingInternational Conference on Learning Representations (ICLR), 2023 Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 369 556 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fangkai Yang Lu Wang Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 225 69 0 19 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 301 48 0 17 May 2023
Synergistic Interplay between Search and Large Language Models for Information RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 243 19 0 12 May 2023
Active Retrieval Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 345 455 0 11 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Lu Wang Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 283 54 0 08 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryNeural Information Processing Systems (NeurIPS), 2023 Xin Cheng Di Luo Preslav Nakov Lemao Liu Dongyan Zhao Rui Yan RALM 509 139 0 03 May 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 394 536 0 22 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 316 99 0 11 Apr 2023
Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study Zengzhi Wang Qiming Xie Yi Feng Zixiang Ding Zinong Yang Rui Xia AI4MH LLMAG 296 183 0 10 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question AnsweringFindings (Findings), 2023 Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 496 1 0 06 Apr 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 240 335 0 22 Mar 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 241 10 0 21 Mar 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 383 477 0 24 Feb 2023
Guiding Large Language Models via Directional Stimulus PromptingNeural Information Processing Systems (NeurIPS), 2023 Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 339 128 0 22 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 238 479 0 15 Feb 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Anuj Kumar Xilun Chen 241 132 0 15 Feb 2023
In-Context Retrieval-Augmented Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2023 Ori Ram Yoav Levine Itay Dalmedigos Dor Muhlgay Amnon Shashua Kevin Leyton-Brown Y. Shoham KELM RALM LRM 461 813 0 31 Jan 2023
Resolving Indirect Referring Expressions for Entity SelectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mohammad Javad Hosseini Filip Radlinski Silvia Pareti Annie Louis 163 2 0 21 Dec 2022
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Parishad BehnamGhader Santiago Miret Siva Reddy ReLM LRM 278 44 0 18 Dec 2022
Retrieval-Augmented Multimodal Language ModelingInternational Conference on Machine Learning (ICML), 2023 Michihiro Yasunaga Armen Aghajanyan Weijia Shi Rich James J. Leskovec Abigail Z. Jacobs M. Lewis Luke Zettlemoyer Anuj Kumar RALM 201 130 0 22 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 354 123 0 15 Nov 2022
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 901 4,429 0 28 Feb 2017