Fine-Grained Distillation for Long Document Retrieval

20 December 2022

Papers citing "Fine-Grained Distillation for Long Document Retrieval"

29 / 29 papers shown

Title
Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance Soo-joon Choi Ji-jun Park 41 0 0 20 Apr 2025
Enhancing Contrastive Demonstration Selection with Semantic Diversity for Robust In-Context Machine Translation Owen Patterson Chee Ng 29 0 0 12 Apr 2025
Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs Rafael Carranza Mateo Alejandro Rojas 57 0 0 11 Mar 2025
Multi-granular Training Strategies for Robust Multi-hop Reasoning Over Noisy and Heterogeneous Knowledge Sources Jackson Coleman Isaiah Lawrence Benjamin Turner LRM 38 0 0 09 Feb 2025
Weak Supervision Dynamic KL-Weighted Diffusion Models Guided by Large Language Models Julian Perry Frank Sanders Carter Scott 53 0 0 02 Feb 2025
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation Philip Hughes Larry Burns Luke Adams VLM 34 0 0 27 Jan 2025
Leveraging Retrieval-Augmented Tags for Large Vision-Language Understanding in Complex Scenes Antonio Carlos Rivera Anthony Moore Steven Robinson VLM LRM 74 0 0 16 Dec 2024
Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Fernando Gabriela Garcia Spencer Burns Harrison Fuller 73 0 0 03 Dec 2024
Large Vision-Language Models for Remote Sensing Visual Question Answering Surasakdi Siripong Apirak Chaiyapan Thanakorn Phonchai 26 0 0 16 Nov 2024
NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection Solmaz Seyed Monir Dongfang Zhao 30 0 0 23 Oct 2024
Consultation on Industrial Machine Faults with Large language Models Apiradee Boonmee Kritsada Wongsuwan Pimchanok Sukjai AI4CE 25 0 0 04 Oct 2024
Coal Mining Question Answering with LLMs Antonio Carlos Rivera Anthony Moore Steven Robinson 17 0 0 03 Oct 2024
Enhancing AI-Driven Psychological Consultation: Layered Prompts with Large Language Models Rafael Souza Jia-Hao Lim Alexander Davis LM&MA AI4MH 23 0 0 29 Aug 2024
LLMs for Enhanced Agricultural Meteorological Recommendations Ji-jun Park Soo-joon Choi 27 1 0 30 Jul 2024
Enhancing Agricultural Machinery Management through Advanced LLM Integration Emily Johnson Noah Wilson 42 0 0 30 Jul 2024
Improving Visual Storytelling with Multimodal Large Language Models Xiaochuan Lin Xiangyong Chen 39 0 0 02 Jul 2024
Optimizing Psychological Counseling with Instruction-Tuned Large Language Models Wenjie Li Tianyu Sun Kun Qian Wenhong Wang LM&MA 33 1 0 19 Jun 2024
Exploiting Diffusion Prior for Out-of-Distribution Detection Armando Zhu Jiabei Liu Keqin Li Shuying Dai Bo Hong Peng Zhao Changsong Wei 38 7 0 16 Jun 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models Longze Chen Ziqiang Liu Wanwei He Yunshui Li Run Luo Min Yang 21 9 0 28 May 2024
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition Qianning Wang He Hu Yucheng Zhou Mamba 39 14 0 06 May 2024
End-To-End Training and Testing Gamification Framework to Learn Human Highway Driving Satya R. Jaladi Zhimin Chen Narahari R. Malayanur Raja M. Macherla Bing Li 28 7 0 16 Apr 2024
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu Nan Yang Liang Wang Yifan Song Wenhao Wu Furu Wei Sujian Li 57 77 0 19 Sep 2023
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 16 42 0 16 Jun 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua-Hong Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 112 58 0 18 May 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 124 247 0 14 Oct 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 85 29 0 27 Sep 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 152 329 0 12 Aug 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 209 593 0 16 Oct 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 174 463 0 17 Mar 2020