Title
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression Xinze Li Zhenghao Liu Chenyan Xiong Shi Yu Yukun Yan Shuo Wang Ge Yu VLM 74 4 0 25 Feb 2024
IR2: Information Regularization for Information Retrieval Jianyou Wang Kaicheng Wang Xiaoyue Wang Weili Cao R. Paturi Leon Bergen 125 1 0 25 Feb 2024
MultiContrievers: Analysis of Dense Retrieval Representations Seraphina Goldfarb-Tarrant Pedro Rodriguez Jane Dwivedi-Yu Patrick Lewis 125 1 0 24 Feb 2024
Query Augmentation by Decoding Semantics from Brain Signals Ziyi Ye Jingtao Zhan Qingyao Ai Yiqun Liu Maarten de Rijke Christina Lioma Tuukka Ruotsalo 67 0 0 24 Feb 2024
Repetition Improves Language Model Embeddings Jacob Mitchell Springer Suhas Kotha Daniel Fried Graham Neubig Aditi Raghunathan 95 33 0 23 Feb 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis V. Saxena Gijs van Dijck Gerasimos Spanakis 91 4 0 23 Feb 2024
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models Zhaoheng Huang Zhicheng Dou Yutao Zhu Ji-Rong Wen HILM 54 2 0 22 Feb 2024
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models Hanseok Oh Hyunji Lee Seonghyeon Ye Haebin Shin Hansol Jang Changwook Jun Minjoon Seo 136 22 0 22 Feb 2024
Assessing generalization capability of text ranking models in Polish Slawomir Dadas Malgorzata Grkebowiec 66 3 0 22 Feb 2024
BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives Xiaoyue Wang Jianyou Wang Weili Cao Kaicheng Wang R. Paturi Leon Bergen 110 7 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 Wang Chao Zhang VLM RALM 62 5 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 110 14 0 21 Feb 2024
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks Minju Seo Jinheon Baek James Thorne Sung Ju Hwang RALM 69 11 0 21 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 62 1 0 20 Feb 2024
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation Shuai Wang Ekaterina Khramtsova Shengyao Zhuang Guido Zuccon 94 13 0 19 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy Xiangji Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 100 39 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 80 12 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 65 11 0 16 Feb 2024
Distillation Enhanced Generative Retrieval Chak Tou Leong Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 83 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 63 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 120 21 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 109 31 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 116 18 0 12 Feb 2024
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira LRM 45 1 0 09 Feb 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning Yichuan Mo Yuji Wang Zeming Wei Yisen Wang AAML SILM 96 32 0 09 Feb 2024
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning Austin Xu Will Monroe K. Bicknell RALM AI4Ed 63 4 0 08 Feb 2024
Multilingual E5 Text Embeddings: A Technical Report Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei 92 137 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 78 15 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 713 448 0 05 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 105 0 0 05 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 116 124 0 02 Feb 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter Katharina von der Wense 123 5 0 31 Jan 2024
History-Aware Conversational Dense Retrieval Fengran Mo Chen Qu Kelong Mao Tianyu Zhu Zhan Su Kaiyu Huang Jian-Yun Nie 64 1 0 30 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 138 38 0 30 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 69 1 0 29 Jan 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters Shahed Masoudian Cornelia Volaucnik Markus Schedl Navid Rekabsaz 73 6 0 29 Jan 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 77 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 120 34 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 101 16 0 26 Jan 2024
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning Yanda Chen Chandan Singh Xiaodong Liu Simiao Zuo Bin Yu He He Jianfeng Gao LRM 81 14 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 34 2 0 24 Jan 2024
Text Embedding Inversion Security for Multilingual Language Models Yiyi Chen Heather Lent Johannes Bjerva 97 17 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 138 70 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 127 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 61 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 Mohammad Shoeybi Bryan Catanzaro ALM RALM AI4MH 105 48 0 18 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 124 20 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 89 11 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 62 17 0 12 Jan 2024
DREQ: Document Re-Ranking Using Entity-based Query Understanding Shubham Chatterjee Iain Mackie Jeffery Dalton AI4TS 63 4 0 11 Jan 2024