Title
A Benchmark Dataset with Larger Context for Non-Factoid Question Answering over Islamic Text Faiza Qamar Seemab Latif R. Latif 31 1 0 15 Sep 2024
Ruri: Japanese General Text Embeddings Hayato Tsukagoshi Ryohei Sasano 29 1 0 12 Sep 2024
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Charles Fleming Mingyi Hong Jie Ding SILM 21 2 0 12 Sep 2024
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG Gabriel de Souza P. Moreira Ronay Ak Benedikt Schifferer Mengyao Xu Radek Osmulski Even Oldridge 29 4 0 12 Sep 2024
MessIRve: A Large-Scale Spanish Information Retrieval Dataset Francisco Valentini Viviana Cotik D. Furman Ivan Bercovich Edgar Altszyler Juan Manuel Pérez 53 1 0 09 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System Sriram Veturi Saurabh Vaichal Reshma Lal Jagadheesh Nafis Irtiza Tripto Nian Yan RALM 43 5 0 05 Sep 2024
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models? Yixuan Tang Yi Yang 33 3 0 04 Sep 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks Nicholas Monath Will Grathwohl Michael Boratko Rob Fergus Andrew McCallum Manzil Zaheer 33 0 0 03 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain Antoine Louis Gijs van Dijck Gerasimos Spanakis 36 0 0 02 Sep 2024
Masked Mixers for Language Generation and Retrieval Benjamin L. Badger 47 0 0 02 Sep 2024
ContextCite: Attributing Model Generation to Context Benjamin Cohen-Wang Harshay Shah Kristian Georgiev Aleksander Madry LRM 38 19 0 01 Sep 2024
Understanding the User: An Intent-Based Ranking Dataset Abhijit Anand Jurek Leonhardt Venktesh V Avishek Anand 27 0 0 30 Aug 2024
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever Rohan Jha Bo Wang Michael Gunther Georgios Mastrapas Saba Sturua Isabelle Mohr Andreas Koukounas Mohammad Kalim Akram Nan Wang Han Xiao 34 2 0 29 Aug 2024
Genetic Approach to Mitigate Hallucination in Generative IR Hrishikesh Kulkarni Nazli Goharian O. Frieder Sean MacAvaney HILM 46 2 0 25 Aug 2024
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment Kun Luo Minghao Qin Zheng Liu Shitao Xiao Jun Zhao Kang Liu 42 10 0 22 Aug 2024
Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks Yiyi Chen Russa Biswas Heather Lent Johannes Bjerva AAML 40 4 0 21 Aug 2024
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi Arkadeep Acharya Rudra Murthy Vishwajeet Kumar Jaydeep Sen 45 1 0 18 Aug 2024
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering Jinming Nian Zhiyuan Peng Qifan Wang Yi Fang RALM 78 2 0 15 Aug 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs Weijian Xie Xuefeng Liang Yuhui Liu Kaihua Ni Hong Cheng Zetian Hu 3DV RALM 59 3 0 14 Aug 2024
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning Hieu Man Nghia Trung Ngo Franck Dernoncourt Thien Huu Nguyen AI4TS 46 4 0 06 Aug 2024
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction Albert Sawczyn Katsiaryna Viarenich Konrad Wojtasik Aleksandra Domogała Marcin Oleksy Maciej Piasecki Tomasz Kajdanowicz 39 0 0 05 Aug 2024
Generative Retrieval with Few-shot Indexing Arian Askari Chuan Meng Mohammad Aliannejadi Zhaochun Ren Evangelos Kanoulas Suzan Verberne RALM 55 3 0 04 Aug 2024
An Encoding--Searching Separation Perspective on Bi-Encoder Neural Search Danbinaerin Han Akiko Aizawa Sihun Lee 29 0 0 02 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 34 17 0 02 Aug 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models Zhengxuan Wu Yuhao Zhang Linquan Wei Yumo Xu Rujun Han Yi Liu Jifan Chen Bonan Min Zhiheng Huang 33 0 0 31 Jul 2024
Introducing a new hyper-parameter for RAG: Context Window Utilization Kush Juvekar A. Purwar 42 3 0 29 Jul 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai ... Pengjun Xie Fei Huang Meishan Zhang Wenjie Li Min Zhang 42 78 0 29 Jul 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 55 1 0 29 Jul 2024
Open Sentence Embeddings for Portuguese with the Serafim PT* encoders family Luís Gomes António Branco Joao Silva João Rodrigues Rodrigo Santos 3DV 26 0 0 28 Jul 2024
Embedding And Clustering Your Data Can Improve Contrastive Pretraining Luke Merrick 18 3 0 26 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 58 1 0 23 Jul 2024
NV-Retriever: Improving text embedding models with effective hard-negative mining Gabriel de Souza P. Moreira Radek Osmulski Mengyao Xu Ronay Ak Benedikt Schifferer Even Oldridge RALM 49 31 0 22 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 51 5 0 17 Jul 2024
Conversational Query Reformulation with the Guidance of Retrieved Documents Jeonghyun Park Hwanhee Lee 28 0 0 17 Jul 2024
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems Satya Almasian Milena Bruseva Michael Gertz 27 0 0 14 Jul 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering Chanwoong Yoon Taewhoo Lee Hyeon Hwang Minbyul Jeong Jaewoo Kang KELM RALM MQ 37 12 0 12 Jul 2024
Neural Networks Meet Elliptic Curve Cryptography: A Novel Approach to Secure Communication Mina Cecilie Wøien Ferhat Ozgur Catak Murat Kuzlu Umit Cali 22 0 0 11 Jul 2024
LitSearch: A Retrieval Benchmark for Scientific Literature Search Anirudh Ajith Mengzhou Xia Alexis Chevalier Tanya Goyal Danqi Chen Tianyu Gao RALM 42 10 0 10 Jul 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 52 6 0 09 Jul 2024
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 16 0 0 09 Jul 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language Models Noa Nonkes Sergei Agaronian Evangelos Kanoulas Roxana Petcu 29 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 52 69 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 64 1 0 04 Jul 2024
BM25S: Orders of magnitude faster lexical search via eager sparse scoring Xing Han Lù 25 32 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 65 15 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 M. Shoeybi Bryan Catanzaro ALM RALM 39 50 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 59 4 0 02 Jul 2024
Generative Large Language Models in Automated Fact-Checking: A Survey Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko HILM 38 5 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 49 1 0 02 Jul 2024