UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers

1 March 2023

Papers citing "UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers"

33 / 33 papers shown

Title
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 24 0 0 09 Apr 2025
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy J. Lin 62 1 0 27 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee J. Han Hwanjo Yu 57 0 0 16 Feb 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs Shuyang Yu Runxue Bao Parminder Bhatia Taha A. Kass-Hout Jiayu Zhou Cao Xiao 37 1 0 31 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator ZhongXiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 42 0 0 15 Oct 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 23 0 0 25 Sep 2024
KVPruner: Structural Pruning for Faster and Memory-Efficient Large Language Models Bo Lv Quan Zhou Xuanang Ding Yan Wang Zeming Ma VLM 24 1 0 17 Sep 2024
DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model Nan Xie Yuelin Bai Hengyuan Gao Feiteng Fang Qixuan Zhao Zhijian Li Ziqiang Xue Liang Zhu Shiwen Ni Min Yang ELM AILaw 18 0 0 01 Aug 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 44 10 0 26 Jun 2024
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels Jasper Xian Saron Samuel Faraz Khoubsirat Ronak Pradeep Md Arafat Sultan Radu Florian Salim Roukos Avirup Sil Christopher Potts Omar Khattab VLM 42 2 0 17 Jun 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey Lin Long Rui Wang Ruixuan Xiao Junbo Zhao Xiao Ding Gang Chen Haobo Wang SyDa 51 91 0 14 Jun 2024
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding Fanyi Qu Hao Sun Yunfang Wu 34 8 0 03 Jun 2024
Leveraging Large Language Models for Entity Matching Qianyu Huang Tongfang Zhao 25 1 0 31 May 2024
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching Shulin Liu Chengcheng Xu Hao Liu T. Yu Tao Yang 34 1 0 29 Mar 2024
Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval Shengjie Ma Chong Chen Qi Chu Jiaxin Mao AILaw ELM 34 7 0 27 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 110 224 0 29 Feb 2024
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks Minju Seo Jinheon Baek James Thorne Sung Ju Hwang RALM 29 9 0 21 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 100 0 20 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 32 16 0 12 Feb 2024
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Jon Saad-Falcon Omar Khattab Christopher Potts Matei A. Zaharia RALM 19 104 0 16 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Matthew Cer RALM 29 12 0 10 Nov 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 46 284 0 14 Aug 2023
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering C. Krishna RALM 28 0 0 12 Jul 2023
Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost Parikshit Bansal Amit Sharma 36 40 0 27 Jun 2023
Large Language Model Augmented Narrative Driven Recommendations Sheshera Mysore Andrew McCallum Hamed Zamani 23 52 0 04 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 21 12 0 03 Jun 2023
Large Language Models are Strong Zero-Shot Retriever Tao Shen Guodong Long Xiubo Geng Chongyang Tao Tianyi Zhou Daxin Jiang RALM KELM 35 34 0 27 Apr 2023
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 58 72 0 19 May 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations Ji Xin Chenyan Xiong A. Srinivasan Ankita Sharma Damien Jose Paul N. Bennett VLM 78 41 0 14 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 194 186 0 21 Sep 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 966 0 17 Apr 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 200 241 0 16 Oct 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 209 315 0 04 Mar 2020