Injecting Domain Adaptation with Learning-to-hash for Effective and
Efficient Zero-shot Dense Retrieval

Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval

23 May 2022

Papers citing "Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval"

14 / 14 papers shown

Title
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 93 0 0 09 Apr 2025
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 180 898 0 16 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 123 157 0 14 Dec 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering Ikuya Yamada Akari Asai Hannaneh Hajishirzi MQ 56 80 0 02 Jun 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 415 1,031 0 17 Apr 2021
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Sebastian Hofstatter Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin Allan Hanbury VLM 70 400 0 14 Apr 2021
A Memory Efficient Baseline for Open Domain Question Answering Gautier Izacard Fabio Petroni Lucas Hosseini Nicola De Cao Sebastian Riedel Edouard Grave MQ 58 44 0 30 Dec 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,222 0 01 Jul 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 124 1,360 0 27 Apr 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 223 7,498 0 02 Oct 2019
Learning Dense Representations for Entity Retrieval D. Gillick Sayali Kulkarni L. Lansing Alessandro Presta Jason Baldridge Eugene Ie Diego Garcia-Olano RALM 71 207 0 23 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.2K 12,181 0 27 Aug 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 255 3,720 0 28 Feb 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 139 2,723 0 28 Nov 2016