Autoregressive Entity Retrieval

2 October 2020

Papers citing "Autoregressive Entity Retrieval"

50 / 258 papers shown

Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 38 1 0 05 May 2025
GIF: Generative Inspiration for Face Recognition at Scale Saeed Ebrahimi Sahar Rahimi Ali Dabouei Srinjoy Das Jeremy M. Dawson Nasser M. Nasrabadi CVBM 150 0 0 05 May 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models Haotian Ye Himanshu Jain Chong You A. Suresh Haowei Lin James Zou Felix X. Yu 33 0 0 12 Apr 2025
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising Tongtong Liu Zhaohui Wang Meiyue Qin Zenghui Lu Xudong Chen Yuekui Yang Peng Shu 38 0 0 02 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 51 0 0 31 Mar 2025
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Bruno Martins 63 0 0 26 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 30 0 0 23 Mar 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 58 1 0 19 Mar 2025
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning Giulio Corallo Orion Weller Fabio Petroni Paolo Papotti MQ VLM 54 0 0 06 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 67 1 0 05 Mar 2025
Fast 3D point clouds retrieval for Large-scale 3D Place Recognition Chahine-Nicolas Zede Laurent Carrafa Valérie Gouet-Brunet 3DPC 41 0 0 28 Feb 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 49 1 0 26 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhilin Wang SyDa 71 0 0 25 Feb 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Z. Ren RALM ALM ELM LRM LM&MA 76 285 0 31 Dec 2024
Enriching Social Science Research via Survey Item Linking Tornike Tsereteli Daniel Ruffinelli Simone Paolo Ponzetto LRM 72 0 0 20 Dec 2024
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation X. Li Jiajie Jin Yujia Zhou Yongkang Wu Zhonghua Li Qi Ye Zhicheng Dou RALM LRM 105 5 0 16 Dec 2024
Context Filtering with Reward Modeling in Question Answering Sangryul Kim James Thorne 66 0 0 16 Dec 2024
Unsupervised Named Entity Disambiguation for Low Resource Domains Debarghya Datta Soumajit Pramanik 73 0 0 13 Dec 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach Mathilde Caron Alireza Fathi Cordelia Schmid Ahmet Iscen 39 1 0 31 Oct 2024
ChronoFact: Timeline-based Temporal Fact Verification Anab Maulana Barik W. Hsu M. Lee HILM 33 0 0 19 Oct 2024
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models Linhao Luo Zicheng Zhao Chen Gong Gholamreza Haffari Shirui Pan RALM LRM 37 4 0 16 Oct 2024
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation Jinyoung Park Minseok Joo Joo-Kyung Kim H. Kim RALM 33 1 0 12 Oct 2024
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting Xukai Liu Ye Liu Kai Zhang Kehang Wang Qi Liu Enhong Chen 42 1 0 10 Oct 2024
MKGL: Mastery of a Three-Word Language Lingbing Guo Zhongpu Bo Zhuo Chen Yichi Zhang Jiaoyan Chen ... Yangyifei Luo Qian Li Qiang Zhang Wen Zhang Huajun Chen 32 1 0 10 Oct 2024
$M^3EL$ : A Multi-task Multi-topic Dataset for Multi-modal Entity Linking Fang Wang Shenglin Yin Xiaoying Bai Minghao Hu Tianwei Yan Yi Liang VLM 21 0 0 08 Oct 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models Marek Strong Rami Aly Andreas Vlachos LRM 32 0 0 04 Oct 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 40 0 0 01 Oct 2024
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering M. Lysyuk Mikhail Salnikov Pavel Braslavski Alexander Panchenko 31 1 0 24 Sep 2024
Real World Conversational Entity Linking Requires More Than Zeroshots Mohanna Hoveyda A. D. Vries Maarten de Rijke Faegheh Hasibi 21 0 0 02 Sep 2024
Learning from Negative Samples in Generative Biomedical Entity Linking Chanhwi Kim Hyunjae Kim Sihyeon Park Jiwoo Lee Mujeen Sung Jaewoo Kang MedIm 24 0 0 29 Aug 2024
CBF-LLM: Safe Control for LLM Alignment Yuya Miyaoka Masaki Inoue 28 2 0 28 Aug 2024
SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation Tongyoung Kim Soojin Yoon SeongKu Kang Jinyoung Yeo Dongha Lee RALM 30 2 0 16 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
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 72 7 0 31 Jul 2024
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation Cheng Yang Guoping Huang Mo Yu Zhirui Zhang Siheng Li Mingming Yang Shuming Shi Yujiu Yang Lemao Liu 39 1 0 29 Jul 2024
UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models Liu Qi Yongyi He Lian Defu Zhi Zheng Tong Xu Liu Che Chen Enhong MLLM 31 1 0 23 Jul 2024
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking Amy Xin Y. Qi Zijun Yao Fangwei Zhu Kaisheng Zeng Xu Bin Lei Hou Juanzi Li 39 5 0 04 Jul 2024
From RAG to RICHES: Retrieval Interlaced with Sequence Generation Palak Jain Livio Baldini Soares Tom Kwiatkowski VLM 23 4 0 29 Jun 2024
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding Jaebok Lee Hyeonjeong Shin 26 1 0 29 Jun 2024
CLIMATELI: Evaluating Entity Linking on Climate Change Data Shijia Zhou Siyao Peng Barbara Plank 19 0 0 24 Jun 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts Abhishek Arora Emily Silcock Leander Heldring Melissa Dell 40 0 0 21 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 58 30 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei Trung Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 43 0 0 18 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 61 1 0 10 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 32 3 0 04 Jun 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking Zefeng Zhang Jiawei Sheng Chuang Zhang Yunzhi Liang Wenyuan Zhang Siqi Wang Tingwen Liu OT 34 2 0 04 Jun 2024
A Survey of Generative Information Retrieval Tzu-Lin Kuo Tzu-Wei Chiu Tzung-Sheng Lin Sheng-Yang Wu Chao-Wei Huang Yun-Nung Chen SyDa 77 2 0 03 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Viet Quoc Pham 39 8 0 30 May 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 46 0 0 21 May 2024