Title
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 34 5 0 22 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Y. Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 28 130 0 20 Aug 2023
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection Zekun Li Baolin Peng Pengcheng He Xifeng Yan ELM SILM AAML 41 23 0 17 Aug 2023
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations Bolaji Yusuf J. Černocký Murat Saraclar 38 2 0 15 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Wei Ping Peng-Tao Xu M. Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 32 33 0 15 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 29 41 0 14 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 51 284 0 14 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 31 15 0 10 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 22 63 0 08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 15 9 0 08 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 41 32 0 07 Aug 2023
DeDrift: Robust Similarity Search under Content Drift Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 22 8 0 05 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 38 41 0 01 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 24 41 0 31 Jul 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 31 3 0 31 Jul 2023
TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023 Yu. V. Gorishniy Ivan Rubachev Nikolay Kartashev Daniil Shlenskii Akim Kotelnikov Artem Babenko OOD LMTD 19 13 0 26 Jul 2023
Benchmarking and Analyzing Generative Data for Visual Recognition Bo-wen Li Haotian Liu Liangyu Chen Yong Jae Lee C. Li Ziwei Liu EGVM VLM 18 4 0 25 Jul 2023
Towards green AI-based software systems: an architecture-centric approach (GAISSA) Silverio Martínez-Fernández Xavier Franch Francisco Durán 30 7 0 19 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Qingyao Ai Ting Bai Zhao Cao Yi-Ju Chang Jiawei Chen ... Peng-Zhen Zhang Fan Zhang Wei-na Zhang M. Zhang Xiaofei Zhu 52 58 0 19 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 48 4 0 19 Jul 2023
Learning to Retrieve In-Context Examples for Large Language Models Liang Wang Nan Yang Furu Wei RALM 33 38 0 14 Jul 2023
Generating Benchmarks for Factuality Evaluation of Language Models Dor Muhlgay Ori Ram Inbal Magar Yoav Levine Nir Ratner Yonatan Belinkov Omri Abend Kevin Leyton-Brown Amnon Shashua Y. Shoham HILM 25 91 0 13 Jul 2023
Personalization for BERT-based Discriminative Speech Recognition Rescoring J. Kolehmainen Yile Gu Aditya Gourav Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastrow I. Bulyko 30 2 0 13 Jul 2023
Copy Is All You Need Tian Lan Deng Cai Yan Wang Heyan Huang Xian-Ling Mao 27 26 0 13 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 64 523 0 12 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 27 1 0 12 Jul 2023
ReLoRA: High-Rank Training Through Low-Rank Updates Vladislav Lialin Namrata Shivagunde Sherin Muckatira Anna Rumshisky BDL 29 93 0 11 Jul 2023
Linear Alignment of Vision-language Models for Image Captioning Fabian Paischer M. Hofmarcher Sepp Hochreiter Thomas Adler CLIP VLM 47 0 0 10 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 21 135 0 06 Jul 2023
VerifAI: Verified Generative AI Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 19 15 0 06 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 46 17 0 05 Jul 2023
Trainable Transformer in Transformer A. Panigrahi Sadhika Malladi Mengzhou Xia Sanjeev Arora VLM 27 12 0 03 Jul 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang Hamed Firooz RALM 11 3 0 30 Jun 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 43 4 0 28 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 19 208 0 27 Jun 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 19 18 0 23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 20 212 0 23 Jun 2023
Resources and Evaluations for Multi-Distribution Dense Information Retrieval Soumya Chatterjee Omar Khattab Simran Arora 22 0 0 21 Jun 2023
Co-design Hardware and Algorithm for Vector Search Wenqi Jiang Shigang Li Yu Zhu Johannes de Fine Licht Zhenhao He ... Cédric Renggli Shuai Zhang Theodoros Rekatsinas Torsten Hoefler Gustavo Alonso 84 19 0 19 Jun 2023
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset S. Naeini Raeid Saqur M. Saeidi John Giorgi Babak Taati 37 8 0 19 Jun 2023
RepoFusion: Training Code Models to Understand Your Repository Disha Shrivastava Denis Kocetkov H. D. Vries Dzmitry Bahdanau Torsten Scholak 81 27 0 19 Jun 2023
GLIMMER: generalized late-interaction memory reranker Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Sumit Sanghai William W. Cohen Joshua Ainslie RALM 41 4 0 17 Jun 2023
Neural Priming for Sample-Efficient Adaptation Matthew Wallingford Vivek Ramanujan Alex Fang Aditya Kusupati Roozbeh Mottaghi Aniruddha Kembhavi Ludwig Schmidt Ali Farhadi VLM 108 13 0 16 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 24 26 0 15 Jun 2023
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories Thomas Mensink J. Uijlings Lluis Castrejon A. Goel Felipe Cadar Howard Zhou Fei Sha A. Araújo V. Ferrari 34 37 0 15 Jun 2023
Retrieval-Enhanced Contrastive Vision-Text Models Ahmet Iscen Mathilde Caron Alireza Fathi Cordelia Schmid CLIP VLM 25 26 0 12 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 28 83 0 12 Jun 2023
PoET: A generative model of protein families as sequences-of-sequences Timothy F. Truong Tristan Bepler SLR 17 38 0 09 Jun 2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 13 9 0 08 Jun 2023
Information Flow Control in Machine Learning through Modular Model Architecture Trishita Tiwari Suchin Gururangan Chuan Guo Weizhe Hua Sanjay Kariyappa Udit Gupta Wenjie Xiong Kiwan Maeng Hsien-Hsin S. Lee G. E. Suh 19 6 0 05 Jun 2023