Title
Fine-grained large-scale content recommendations for MSX sellers Manpreet Singh Ravdeep Pasricha R. Kondapalli Kiran Rama Nitish Singh Akshita Agarwalla Manoj R Manish Prabhakar Laurent Boué 26 0 0 09 Jul 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language Models Noa Nonkes Sergei Agaronian Evangelos Kanoulas Roxana Petcu 55 1 0 05 Jul 2024
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models Yuyan Chen Qiang Fu Yichen Yuan Zhihao Wen Ge Fan Dayiheng Liu Dongmei Zhang Zhixu Li Yanghua Xiao HILM 74 77 0 04 Jul 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards Zhimin Zhao A. A. Bangash F. Côgo Bram Adams Ahmed E. Hassan 200 1 0 04 Jul 2024
BM25S: Orders of magnitude faster lexical search via eager sparse scoring Xing Han Lù 74 39 0 04 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 259 21 0 03 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 124 74 0 02 Jul 2024
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I Harrie Oosterhuis R. Jagerman Zhen Qin Xuanhui Wang Michael Bendersky 83 5 0 02 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 97 6 0 02 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 145 4 0 02 Jul 2024
Retrieval-augmented generation in multilingual settings Nadezhda Chirkova David Rau Hervé Déjean Thibault Formal Stéphane Clinchant Vassilina Nikoulina RALM 72 17 0 01 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 113 62 0 01 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina Stéphane Clinchant 86 14 0 01 Jul 2024
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components Phillip Schneider Wessel Poelman Michael Rovatsos Florian Matthes 64 2 0 01 Jul 2024
BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5 Zhehuai Chen He Huang Oleksii Hrinchuk Krishna Puvvada Nithin Rao Koluguri Piotr Żelasko Jagadeesh Balam Boris Ginsburg AuLLM RALM 92 11 0 28 Jun 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang Dawei Yin Sumi Helal 135 36 0 28 Jun 2024
ColPali: Efficient Document Retrieval with Vision Language Models Manuel Faysse Hugues Sibille Tony Wu Bilel Omrani Gautier Viaud C´eline Hudelot Pierre Colombo VLM 357 29 0 27 Jun 2024
MATE: Meet At The Embedding -- Connecting Images with Long Texts Young Kyun Jang Junmo Kang Yong Jae Lee Donghyun Kim VLM 93 8 0 26 Jun 2024
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Song Wang Jundong Li Tianlong Chen Huan Liu SILM 101 25 0 26 Jun 2024
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD Aniket Pal Ajoy Mondal C. V. Jawahar RALM 92 0 0 25 Jun 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 68 3 0 24 Jun 2024
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track Ronak Pradeep Nandan Thakur Sahel Sharifymoghaddam Eric Zhang Ryan Nguyen Daniel Campos Nick Craswell Jimmy Lin 127 16 0 24 Jun 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Dongyang Li Taolin Zhang Longtao Huang Chengyu Wang Xiaofeng He Hui Xue KELM OffRL 60 0 0 24 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task Wenhan Liu Yutao Zhu Zhicheng Dou ALM RALM 83 10 0 24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 140 4 0 21 Jun 2024
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation William Fleshman Benjamin Van Durme 89 0 0 20 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 54 2 0 20 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 151 33 0 20 Jun 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation Di Wu Jia-Chen Gu Fan Yin Nanyun Peng Kai-Wei Chang HILM 75 1 0 19 Jun 2024
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation Kaikai An Fangkai Yang Liqun Li Junting Lu Sitao Cheng ... Lele Cao Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang RALM 79 2 0 19 Jun 2024
Improving Zero-shot LLM Re-Ranker with Risk Minimization Xiaowei Yuan Zhao Yang Yequan Wang Jun Zhao Kang Liu 55 3 0 19 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 85 1 0 19 Jun 2024
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? Jinhyuk Lee Anthony Chen Zhuyun Dai Dheeru Dua Devendra Singh Sachan ... Jeremy R. Cole Sebastian Riedel Iftekhar Naim Ming-Wei Chang Kelvin Guu RALM LRM 107 37 0 19 Jun 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models Vahid Noroozi Zhehuai Chen Somshubra Majumdar Steve Huang Jagadeesh Balam Boris Ginsburg SyDa 139 5 0 18 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei T. Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 115 1 0 18 Jun 2024
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels Jasper Xian Saron Samuel Faraz Khoubsirat Ronak Pradeep Md Arafat Sultan Radu Florian Salim Roukos Avirup Sil Christopher Potts Omar Khattab VLM 79 3 0 17 Jun 2024
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy Hengran Zhang Keping Bi Jiafeng Guo Xueqi Cheng 101 1 0 17 Jun 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 151 12 0 17 Jun 2024
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers Tianhua Zhang Kun Li Hongyin Luo Xixin Wu James Glass Helen Meng 89 4 0 16 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
Datasets for Multilingual Answer Sentence Selection Matteo Gabburo S. Campese Federico Agostini Alessandro Moschitti 84 0 0 14 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 79 9 0 14 Jun 2024
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models Manveer Singh Tamber Jasper Xian Jimmy Lin MLAU SILM 337 2 0 13 Jun 2024
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search T. R. Barillot Alex De Castro 58 0 0 12 Jun 2024
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval Ravisri Valluri Akash Kumar Mohankumar Kushal Dave Amit Singh Jian Jiao Manik Varma Gaurav Sinha 97 1 0 10 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
CRAG -- Comprehensive RAG Benchmark Xiao Yang Kai Sun Hao Xin Yushi Sun Nikita Bhalla ... Nirav Shah Rakesh Wanga Anuj Kumar Wen-tau Yih Xin Luna Dong 90 32 0 07 Jun 2024
Measuring Retrieval Complexity in Question Answering Systems Matteo Gabburo Nicolaas Paul Jedema Siddhant Garg Leonardo F. R. Ribeiro Alessandro Moschitti 82 1 0 05 Jun 2024
A Bi-metric Framework for Fast Similarity Search Haike Xu Sandeep Silwal Piotr Indyk FedML 49 2 0 05 Jun 2024
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor Chuankai Xu Dongming Zhao Bo Wang Hanwen Xing RALM 32 0 0 04 Jun 2024