Title
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 37 6 0 21 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling Lingxi Zhang Yue Yu Kuan-Chieh Jackson Wang Chao Zhang VLM RALM 32 4 0 21 Feb 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models Seiji Maekawa Hayate Iso Sairam Gurajada Nikita Bhutani RALM KELM 45 14 0 21 Feb 2024
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks Minju Seo Jinheon Baek James Thorne Sung Ju Hwang RALM 37 9 0 21 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 34 1 0 20 Feb 2024
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation Shuai Wang Ekaterina Khramtsova Shengyao Zhuang Guido Zuccon 34 11 0 19 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 34 28 0 18 Feb 2024
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models Kun Luo Zheng Liu Shitao Xiao Kang Liu 41 11 0 18 Feb 2024
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering Jannat Ara Meem Muhammad Shihab Rashid Yue Dong Vagelis Hristidis 19 8 0 16 Feb 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 32 1 0 16 Feb 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications Negar Arabzadeh Julia Kiseleva Qingyun Wu Chi Wang Ahmed Hassan Awadallah Victor C. Dibia Adam Fourney Charles L. A. Clarke LLMAG 37 7 0 14 Feb 2024
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers Weizhe Lin Jingbiao Mei Jinghong Chen Bill Byrne VLM AI4Ed 82 17 0 13 Feb 2024
PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models Wei Zou Runpeng Geng Binghui Wang Jinyuan Jia SILM 39 19 1 12 Feb 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT Jon Saad-Falcon Daniel Y. Fu Simran Arora Neel Guha Christopher Ré RALM 45 16 0 12 Feb 2024
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira LRM 34 1 0 09 Feb 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning Yichuan Mo Yuji Wang Zeming Wei Yisen Wang AAML SILM 49 25 0 09 Feb 2024
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning Austin Xu Will Monroe K. Bicknell RALM AI4Ed 38 4 0 08 Feb 2024
Multilingual E5 Text Embeddings: A Technical Report Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei 30 107 0 08 Feb 2024
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia Guangyu Shen Shuyang Cheng Kai-xian Zhang Guanhong Tao Shengwei An Lu Yan Zhuo Zhang Shiqing Ma Xiangyu Zhang 20 10 0 08 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 343 0 05 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 43 0 0 05 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 27 100 0 02 Feb 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter K. Wense 28 4 0 31 Jan 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 61 36 0 30 Jan 2024
History-Aware Conversational Dense Retrieval Fengran Mo Chen Qu Kelong Mao Tianyu Zhu Zhan Su Kaiyu Huang Jian-Yun Nie 22 1 0 30 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 43 1 0 29 Jan 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters Shahed Masoudian Cornelia Volaucnik Markus Schedl Navid Rekabsaz 16 5 0 29 Jan 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 32 3 0 29 Jan 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 23 29 0 27 Jan 2024
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models Haochen Tan Zhijiang Guo Zhan Shi Lu Xu Zhili Liu ... Xiaoguang Li Yasheng Wang Lifeng Shang Qun Liu Linqi Song 46 12 0 26 Jan 2024
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning Yanda Chen Chandan Singh Xiaodong Liu Simiao Zuo Bin-Xia Yu He He Jianfeng Gao LRM 25 13 0 25 Jan 2024
Graph Guided Question Answer Generation for Procedural Question-Answering Hai X. Pham Isma Hadji Xinnuo Xu Ziedune Degutyte Jay Rainey Evangelos Kazakos Afsaneh Fazly Georgios Tzimiropoulos Brais Martínez 18 1 0 24 Jan 2024
Text Embedding Inversion Security for Multilingual Language Models Yiyi Chen Heather Lent Johannes Bjerva 27 14 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 34 55 0 21 Jan 2024
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval Guangyuan Ma Xing Wu Zijia Lin Songlin Hu 31 4 0 20 Jan 2024
Knowledge Verification to Nip Hallucination in the Bud Fanqi Wan Xinting Huang Leyang Cui Xiaojun Quan Wei Bi Shuming Shi HILM 24 4 0 19 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee M. Shoeybi Bryan Catanzaro ALM RALM AI4MH 18 39 0 18 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 41 15 0 16 Jan 2024
Improving Domain Adaptation through Extended-Text Reading Comprehension Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang AI4CE 35 10 0 14 Jan 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning Yutao Zhu Peitian Zhang Chenghao Zhang Yifei Chen Binyu Xie Zheng Liu Ji-Rong Wen Zhicheng Dou 21 15 0 12 Jan 2024
DREQ: Document Re-Ranking Using Entity-based Query Understanding Shubham Chatterjee Iain Mackie Jeffery Dalton AI4TS 20 3 0 11 Jan 2024
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation Eugene Yang Dawn J Lawrie J. Mayfield Douglas W. Oard Scott Miller FedML VLM 40 10 0 09 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 30 1 0 07 Jan 2024
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks Chau Nguyen Phuong Minh Nguyen Thanh Tran Dat Nguyen An Trieu Tin Pham Anh Dang Le-Minh Nguyen ELM 29 10 0 07 Jan 2024
A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation Manpreet Singh Ravdeep Pasricha Nitish Singh R. Kondapalli R. Manoj Kiran Rama Laurent Boué RALM 13 2 0 04 Jan 2024
Searching, fast and slow, through product catalogs Dayanand Ubrangala Juhi Sharma Sharath Kumar Mallapura Rangappa Kiran Rama R. Kondapalli Laurent Boué 14 2 0 01 Jan 2024
Masked Modeling for Self-supervised Representation Learning on Vision and Beyond Siyuan Li Luyuan Zhang Zedong Wang Di Wu Lirong Wu ... Jun Xia Cheng Tan Yang Liu Baigui Sun Stan Z. Li SSL 42 14 0 31 Dec 2023
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models Cheng Niu Yuanhao Wu Juno Zhu Siliang Xu Kashun Shum Randy Zhong Juntong Song Tong Zhang HILM 30 87 0 31 Dec 2023
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 51 162 0 31 Dec 2023
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 22 2 0 30 Dec 2023