Title
M3DR: Towards Universal Multilingual Multimodal Document Retrieval Adithya S Kolavi Vyoman Jain 92 0 0 03 Dec 2025
ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning Jiawei Zhou Hang Ding Haiyun Jiang RALM 112 0 0 20 Nov 2025
Comparison of Text-Based and Image-Based Retrieval in Multimodal Retrieval Augmented Generation Large Language Model Systems Elias Lumer Alex Cardenas Matt Melich Myles Mason Sara Dieter Vamse Kumar Subbiah Pradeep Honaganahalli Basavaraju Roberto Hernandez RALM VLM 460 0 0 20 Nov 2025
PolicyBot - Reliable Question Answering over Policy Documents Gautam Nagarajan Omir Kumar Sudarsun Santhiappan 84 0 0 17 Nov 2025
Bridging Tool Dependencies and Domain Knowledge: A Graph-Based Framework for In-Context Planning Shengjie Liu Li Dong Zhenyu Zhang 42 0 0 28 Oct 2025
PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion Morteza Alikhani Mohammadtaha Bagherifard Erfan Zinvandi Mehran Sarmadi ReLM LRM 96 0 0 26 Oct 2025
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval Xuan Lu Haohang Huang Rui Meng Yaohui Jin Wenjun Zeng Xiaoyu Shen 128 0 0 26 Oct 2025
GigaEmbeddings: Efficient Russian Language Embedding Model Egor Kolodin Daria Khomich Nikita Savushkin Anastasia Ianina Fyodor Minkin 116 0 0 25 Oct 2025
BeLLMan: Controlling LLM Congestion Tella Rajashekhar Reddy Atharva Deshmukh Karan Tandon Rohan Gandhi Anjaly Parayil Debopam Bhattacherjee 92 0 0 17 Oct 2025
Exploring the Synergy of Quantitative Factors and Newsflow Representations from Large Language Models for Stock Return Prediction Tian Guo E. Hauptmann AIFin AI4TS 245 0 0 17 Oct 2025
BiMax: Bidirectional MaxSim Score for Document-Level Alignment Xiaotian Wang T. Utsuro Masaaki Nagata 96 0 0 17 Oct 2025
EBGAN-MDN: An Energy-Based Adversarial Framework for Multi-Modal Behavior Cloning Yixiao Li Julia Barth Thomas Kiefer Ahmad Fraij 116 0 0 08 Oct 2025
Toward a Safer Web: Multilingual Multi-Agent LLMs for Mitigating Adversarial Misinformation Attacks Nouar Aldahoul Yasir Zaki AAML 80 0 0 07 Oct 2025
Compressed Concatenation of Small Embedding Models M. Ayoub Ben Ayad Michael Dinzinger Kanishka Ghosh Dastidar Jelena Mitrović Michael Granitzer 104 0 0 06 Oct 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation François Ledoyen Gaël Dias Jeremie Pantin Alexis Lechervy Fabrice Maurel Youssef Chahir 88 0 0 01 Oct 2025
EntropyLong: Effective Long-Context Training via Predictive Uncertainty Junlong Jia Ziyang Chen X. Wu Chaochen Gao Zijia Lin Debing Zhang Songlin Hu Binghui Guo 139 0 0 26 Sep 2025
EmbeddingGemma: Powerful and Lightweight Text Representations Henrique Schechter Vera Sahil Dua Biao Zhang Daniel M. Salz Ryan Mullins ... Raphael Hoffmann T. Warkentin Armand Joulin Tom Duerig Mojtaba Seyedhosseini VLM 307 16 0 24 Sep 2025
Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Tengyu Pan Zhichao Duan Zhenyu Li Bowen Dong Ning Liu Xiuxing Li Jianyong Wang 100 1 0 31 Aug 2025
Efficient Code Embeddings from Code Generation Models Daria Kryvosheieva Saba Sturua Michael Gunther Scott Martens Han Xiao 64 0 0 29 Aug 2025
Scalable and consistent few-shot classification of survey responses using text embeddings Jonas Timmann Mjaaland Markus Fleten Kreutzer Halvor Tyseng Rebeckah K. Fussell Gina Passante N.G. Holmes Anders Malthe-Sørenssen Tor Ole B. Odden 93 1 0 27 Aug 2025
PENGUIN: Enhancing Transformer with Periodic-Nested Group Attention for Long-term Time Series Forecasting Tian Sun Yuqi Chen Weiwei Sun AI4TS 191 1 0 19 Aug 2025
SEA-BED: Southeast Asia Embedding Benchmark Wuttikorn Ponwitayarat Raymond Ng Jann Railey Montalan Thura Aung Jian Gang Ngui ... Panuthep Tasawong Erik Cambria Ekapol Chuangsuwanich Sarana Nutanong Peerat Limkonchotiwat 142 1 0 17 Aug 2025
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity Bowen Zhang Zixin Song C. L. Philip Chen Qian-Wen Zhang Di Yin Xing Sun 120 1 0 15 Aug 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 241 3 0 28 Jul 2025
LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators Leanne Tan Gabriel Chua Ziyu Ge Roy Ka-Wei Lee 190 2 0 21 Jul 2025
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model Xinping Zhao Xinshuo Hu Zifei Shan Shouzheng Huang Yao Zhou ... Meishan Zhang Haofen Wang Jun-chen Yu Baotian Hu Min Zhang VLM 395 3 0 26 Jun 2025
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren Alexander Ulbrich Sascha Filimon David Rügamer Andreas Bender 134 0 0 11 Jun 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model Arvindh Arun Sumit Kumar M. Nayyeri Bo Xiong Ponnurangam Kumaraguru Antonio Vergari Steffen Staab 160 2 0 26 May 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences Tonmoy Hasan Razvan Bunescu 293 0 0 26 May 2025
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems Hansa Meghwani Amit Agarwal Priyaranjan Pattnayak Hitesh Laxmichand Patel Srikant Panda 229 10 0 23 May 2025
PD $^3$ : A Project Duplication Detection Framework via Adapted Multi-Agent Debate Dezheng Bao Yueci Yang Xin Chen Zhengxuan Jiang Zeguo Fei ... Xuanwen Huang Junru Chen Chutian Yu Xiang Yuan Yang Yang 323 0 0 23 May 2025
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights Yifan Wu Lutao Yan Yizhang Zhu Yinan Mei Jiannan Wang Nan Tang Yuyu Luo 467 4 0 15 May 2025
Hakim: Farsi Text Embedding Model Mehran Sarmadi Morteza Alikhani Erfan Zinvandi Zahra Pourbahman VLM 412 0 0 13 May 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark Enxin Song Wenhao Chai Weili Xu Jianwen Xie Yuxuan Liu Gaoang Wang 365 20 0 20 Apr 2025
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog Jennifer D’Souza Sameer Sadruddin Holger Israel Mathias Begoin Diana Slawig 508 13 0 09 Apr 2025
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image Ezzeldin Shereen Dan Ristea Shae McFadden Shae McFadden V. Mavroudis Chris Hicks 532 1 0 02 Apr 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Yiming Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 345 3 0 11 Mar 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen Yifei Wang Zequn Zeng Zhong Peng Yudi Su Xinyang Liu Bo Chen Hongwei Liu Stefanie Jegelka Chenyu You CLL 652 9 0 03 Mar 2025
Language Model Re-rankers are Fooled by Lexical Similarities Lovisa Hagström Ercong Nie Ruben Halifa Helmut Schmid Richard Johansson Alexander Junge 420 1 0 24 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hao Liu Zhengren Wang Xi Chen Zhiyu Li Feiyu Xiong Qinhan Yu Feiyu Xiong LRM 478 17 0 18 Feb 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 1.2K 1 0 01 Jan 2025
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Kai Hua Wenpeng Hu Zhengwei Tao Shuai Ma 367 27 0 17 Dec 2024
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models Michael Gunther Isabelle Mohr Daniel James Williams Bo Wang Han Xiao 288 33 0 07 Sep 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 691 370 0 27 May 2024
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 587 12 0 12 Oct 2023