Title
A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine Yunxiao Shi Min Xu Haimin Zhang Xing Zi Qiang Wu LLMAG 65 4 0 01 Sep 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 110 7 0 29 Aug 2024
Retrieval Augmented Generation for Dynamic Graph Modeling Yuxia Wu Lizi Liao Yuan Fang 101 3 0 26 Aug 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 183 11 0 26 Aug 2024
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models Jinyang Wu Feihu Che Chuyuan Zhang Mingkuan Feng Shuai Zhang Pengpeng Shao Jianhua Tao 148 6 0 24 Aug 2024
MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering Zhengyuan Zhu Daniel Lee Hong Zhang Sai Sree Harsha Loic Feujio Akash Maharaj Yunyao Li 66 3 0 16 Aug 2024
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction Bhaskarjit Sarmah Benika Hall Rohan Rao Sunil Patel Stefano Pasquali Dhagash Mehta 101 52 0 09 Aug 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 149 7 0 09 Aug 2024
Citekit: A Modular Toolkit for Large Language Model Citation Generation Jiajun Shen Tong Zhou Suifeng Zhao Yubo Chen Kang Liu HILM KELM 103 7 0 06 Aug 2024
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations Lei Shi Zhimeng Liu Yi Yang Weize Wu Yuyang Zhang ... Zipeng Liu Huobin Tan Hongyi Gao Yue Zhang Ge Wang 103 0 0 06 Aug 2024
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework Kunlun Zhu Yifan Luo Dingling Xu Ruobing Wang Shi Yu ... Yishan Li Zhiyuan Liu Xu Han Zhiyuan Liu Maosong Sun 223 21 0 02 Aug 2024
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale Ali AhmadiTeshnizi Wenzhi Gao Herman Brunborg Shayan Talaei Connor Lawless Madeleine Udell 131 5 0 29 Jul 2024
Evaluating Long Range Dependency Handling in Code Generation LLMs Yannick Assogba Donghao Ren 78 0 0 23 Jul 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 198 31 0 21 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 138 12 0 21 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 143 39 0 18 Jul 2024
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages A. Singh Rudra Murthy Vishwajeet Kumar Jaydeep Sen Ashish Mittal Ganesh Ramakrishnan 201 6 0 18 Jul 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 100 1 0 16 Jul 2024
Better RAG using Relevant Information Gain Marc Pickett Jeremy Hartman Ayan Kumar Bhowmick Raquib-ul Alam Aditya Vempaty RALM 99 5 0 16 Jul 2024
A Text-to-Game Engine for UGC-Based Role-Playing Games Lei Zhang Xuezheng Peng Shuyi Yang Feiyang Wang 104 1 0 11 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 138 46 0 11 Jul 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations Jiarui Rao Jionghao Lin AI4Ed 92 5 0 06 Jul 2024
Lightweight Large Language Model for Medication Enquiry: Med-Pal Kabilan Elangovan J. Ong Liyuan Jin Benjamin Jun Jie Seng Yu Heng Kwan ... Justina Koi Li Ma Yuhe Ke Nan Liu K. Giacomini Daniel Ting AI4MH LM&MA 87 2 0 02 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 166 1 0 01 Jul 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 162 7 0 29 Jun 2024
Belief Revision: The Adaptability of Large Language Models Reasoning Bryan Wilie Samuel Cahyawijaya Etsuko Ishii Junxian He Pascale Fung KELM LRM 81 5 0 28 Jun 2024
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents Haiyang Shen Yue Li Desong Meng Dongqi Cai Sheng Qi Li Zhang Mengwei Xu Yudong Han LLMAG 147 12 0 28 Jun 2024
LumberChunker: Long-Form Narrative Document Segmentation André V. Duarte Joao Marques Miguel Graça M. Freire Lei Li Arlindo L. Oliveira 63 10 0 25 Jun 2024
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators Tzu-Heng Huang Catherine Cao Vaishnavi Bhargava Frederic Sala 106 5 0 25 Jun 2024
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language Models Harish Tayyar Madabushi 33 0 0 23 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 83 2 0 21 Jun 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory Wei Fan Haoran Li Zheye Deng Weiqi Wang Yangqiu Song AILaw 69 13 0 17 Jun 2024
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Xueying Du Geng Zheng Kaixin Wang Yi Zou Wentai Deng ... Mingwei Liu Bihuan Chen Xin Peng Tao Ma Yiling Lou 101 41 0 17 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng Shijie Huang Hui Xiong RALM 189 8 0 17 Jun 2024
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi ... Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh RALM 121 8 0 14 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 143 8 0 14 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 134 8 0 12 Jun 2024
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents Avital Shafran R. Schuster Vitaly Shmatikov 133 37 0 09 Jun 2024
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs Maciej Besta Aleš Kubíček Robert Gerstenberger Marcin Chrapek Roman Niggli ... Joanna Gajda Piotr Nyczyk Jürgen Müller H. Niewiadomski Torsten Hoefler 96 20 0 07 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 248 13 0 06 Jun 2024
Ranking Manipulation for Conversational Search Engines Samuel Pfrommer Yatong Bai Tanmay Gautam Somayeh Sojoudi SILM 102 5 0 05 Jun 2024
The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches Bhashithe Abeysinghe Ruhan Circi ELM 108 23 0 05 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 128 0 0 04 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 129 10 0 04 Jun 2024
Large Language Model Confidence Estimation via Black-Box Access Tejaswini Pedapati Amit Dhurandhar Soumya Ghosh Soham Dan P. Sattigeri 244 5 0 01 Jun 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models Mingda Li Xinyu Li Yifan Chen Wenfeng Xuan Weinan Zhang RALM 78 2 0 31 May 2024
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools Varun Magesh Faiz Surani Matthew Dahl Mirac Suzgun Christopher D. Manning Daniel E. Ho HILM ELM AILaw 77 80 0 30 May 2024
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation Maya Anderson Guy Amit Abigail Goldsteen AAML 154 19 0 30 May 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 153 14 0 29 May 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 180 25 0 28 May 2024