Title
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 63 76 0 23 Dec 2023
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios Wenhao Ding Yulong Cao Ding Zhao Chaowei Xiao Marco Pavone 19 22 0 19 Dec 2023
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model Shraman Pramanick Guangxing Han Rui Hou Sayan Nag Ser-Nam Lim Nicolas Ballas Qifan Wang Rama Chellappa Amjad Almahairi VLM MLLM 42 29 0 19 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 54 1,510 1 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 44 7 0 17 Dec 2023
AI capabilities can be significantly improved without expensive retraining Tom Davidson Jean-Stanislas Denain Pablo Villalobos Guillem Bas OffRL VLM 24 26 0 12 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 75 71 0 08 Dec 2023
SparQ Attention: Bandwidth-Efficient LLM Inference Luka Ribar Ivan Chelombiev Luke Hudlass-Galley Charlie Blake Carlo Luschi Douglas Orr 21 46 0 08 Dec 2023
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem Yingqiang Ge Yujie Ren Wenyue Hua Shuyuan Xu Juntao Tan Yongfeng Zhang LLMAG 17 27 0 06 Dec 2023
Scaling Laws for Adversarial Attacks on Language Model Activations Stanislav Fort 18 14 0 05 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 19 2 0 05 Dec 2023
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia Giovanni Monea Maxime Peyrard Martin Josifoski Vishrav Chaudhary Jason Eisner Emre Kiciman Hamid Palangi Barun Patra Robert West KELM 51 12 0 04 Dec 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 37 50 0 28 Nov 2023
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective Lukas Wutschitz Boris Köpf Andrew J. Paverd Saravan Rajmohan Ahmed Salem Shruti Tople Santiago Zanella Béguelin Menglin Xia Victor Rühle 38 13 0 27 Nov 2023
Transforming organic chemistry research paradigms: moving from manual efforts to the intersection of automation and artificial intelligence Chengchun Liu Yuntian Chen Fanyang Mo 14 1 0 26 Nov 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 25 9 0 25 Nov 2023
Calibrated Language Models Must Hallucinate Adam Tauman Kalai Santosh Vempala HILM 22 75 0 24 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 29 13 0 23 Nov 2023
Minimizing Factual Inconsistency and Hallucination in Large Language Models Muneeswaran Irulandi Shreya Saxena Siva Prasad M. V. Sai Prakash Advaith Shankar V. Varun Vishal Vaddina Saisubramaniam Gopalakrishnan HILM 27 5 0 23 Nov 2023
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Daichi Horita Naoto Inoue Kotaro Kikuchi Kota Yamaguchi Kiyoharu Aizawa 3DV 14 12 0 22 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 31 54 0 21 Nov 2023
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems Yilun Kong Jingqing Ruan Yihong Chen Bin Zhang Tianpeng Bao ... Xiaoru Hu Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG 37 37 0 19 Nov 2023
Augmenting Unsupervised Reinforcement Learning with Self-Reference Andrew Zhao Erle Zhu Rui Lu Matthieu Lin Yong-Jin Liu Gao Huang SSL 31 1 0 16 Nov 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 65 102 0 15 Nov 2023
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 25 6 0 15 Nov 2023
Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory Lei Liu Xiaoyan Yang Yue Shen Binbin Hu Zhiqiang Zhang Jinjie Gu Guannan Zhang LRM LLMAG KELM 43 18 0 15 Nov 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding Ruyao Xu Taolin Zhang Chengyu Wang Zhongjie Duan Cen Chen Minghui Qiu Dawei Cheng Xiaofeng He Weining Qian 27 0 0 12 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 21 37 0 10 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 23 19 0 10 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 37 11 0 08 Nov 2023
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning Sai Munikoti Anurag Acharya S. Wagle Sameera Horawalavithana LRM 19 5 0 07 Nov 2023
A Survey of Large Language Models Attribution Dongfang Li Zetian Sun Xinshuo Hu Zhenyu Liu Ziyang Chen Baotian Hu Aiguo Wu Min Zhang HILM 13 49 0 07 Nov 2023
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism Lang Cao 13 13 0 02 Nov 2023
ChipNeMo: Domain-Adapted LLMs for Chip Design Mingjie Liu Teodor-Dumitru Ene Robert M. Kirby Chris Cheng N. Pinckney ... Pratik P Suthar Varun Tej Walker J. Turner Kaizhe Xu Haoxin Ren 42 140 0 31 Oct 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl N. Edwards Manling Li ... Yi Ren Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 31 5 0 31 Oct 2023
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History Junu Kim Chaeeun Shim Bosco Seong Kyu Yang Chami Im Sung Yoon Lim Han-Gil Jeong Edward Choi 17 8 0 31 Oct 2023
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 15 12 0 29 Oct 2023
Knowledge Corpus Error in Question Answering Yejoon Lee Philhoon Oh James Thorne 21 2 0 27 Oct 2023
Woodpecker: Hallucination Correction for Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Tong Bill Xu Hao Wang Dianbo Sui Yunhang Shen Ke Li Xingguo Sun Enhong Chen VLM MLLM 35 114 0 24 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 28 13 0 23 Oct 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter Haoyan Yang Zhitao Li Yong Zhang Jianzong Wang Ning Cheng Ming Li Jing Xiao RALM 6 27 0 23 Oct 2023
The Law and NLP: Bridging Disciplinary Disconnects Robert Mahari Dominik Stammbach Elliott Ash Alex Pentland AILaw 22 7 0 22 Oct 2023
Knowledge-Augmented Language Model Verification Jinheon Baek Soyeong Jeong Minki Kang Jong C. Park Sung Ju Hwang RALM 34 13 0 19 Oct 2023
Reliable Academic Conference Question Answering: A Study Based on Large Language Model Zhiwei Huang Long Jin Junjie Wang Mingchen Tu Yin Hua Zhiqiang Liu Jiawei Meng Hua-zeng Chen Wen Zhang 26 0 0 19 Oct 2023
Emptying the Ocean with a Spoon: Should We Edit Models? Yuval Pinter Michael Elhadad KELM 20 26 0 18 Oct 2023
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in History Giselle Gonzalez Garcia Christian Weilbach 15 6 0 16 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 19 10 0 16 Oct 2023
Farzi Data: Autoregressive Data Distillation Noveen Sachdeva Zexue He Wang-Cheng Kang Jianmo Ni D. Cheng Julian McAuley DD 19 3 0 15 Oct 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 47 16 0 15 Oct 2023
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering Md. Rony Christian Suess Sinchana Ramakanth Bhat Viju Sudhi Julia Schneider Maximilian Vogel Roman Teucher Ken E. Friedl S. Sahoo 26 9 0 14 Oct 2023