Pretrained Transformers for Text Ranking: BERT and Beyond

13 October 2020

Papers citing "Pretrained Transformers for Text Ranking: BERT and Beyond"

50 / 229 papers shown

Title
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 55 5 0 12 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 29 19 0 10 May 2023
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Xianpei Han Zheng Ye Le Sun Yingfei Sun AAML 39 16 0 03 May 2023
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study Joakim Edin Alexander Junge Jakob Drachmann Havtorn Lasse Borgholt Maria Maistro Tuukka Ruotsalo Lars Maaløe 26 36 0 21 Apr 2023
KitchenScale: Learning to predict ingredient quantities from recipe contexts Donghee Choi Mogan Gim Samy Badreddine Hajung Kim Donghyeon Park Jaewoo Kang 23 6 0 21 Apr 2023
RSIR Transformer: Hierarchical Vision Transformer using Random Sampling Windows and Important Region Windows Zhemin Zhang Xun Gong ViT 13 1 0 13 Apr 2023
CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval Xing Wu Guangyuan Ma Peng Wang Meng Lin Zijia Lin Fuzheng Zhang Songlin Hu RALM 18 7 0 05 Apr 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking Jian Zhu Ilya Valmianski Anitha Kannan 19 1 0 04 Apr 2023
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Md Tahmid Rahman Laskar Mizanur Rahman Israt Jahan Enamul Hoque J. Huang 35 8 0 31 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean S. Clinchant 135 3 0 23 Mar 2023
Improving Content Retrievability in Search with Controllable Query Generation Gustavo Penha Enrico Palumbo Maryam Aziz Alice Wang Hugues Bouchard 37 11 0 21 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 15 0 17 Feb 2023
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction Xinyu Crystina Zhang Minghan Li Jimmy J. Lin 27 1 0 13 Feb 2023
Combining Deep Neural Reranking and Unsupervised Extraction for Multi-Query Focused Summarization Philipp Seeberger K. Riedhammer HILM 28 2 0 02 Feb 2023
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks Antoine Louis Gijs van Dijck Gerasimos Spanakis AILaw 21 9 0 30 Jan 2023
ExaRanker: Explanation-Augmented Neural Ranker Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira ELM LRM 28 7 0 25 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean S. Clinchant 28 11 0 25 Jan 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data Shen Chen Guodong Long Tao Shen Jing Jiang AI4TS 25 36 0 22 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering Paul Lerner O. Ferret C. Guinaudeau 16 9 0 11 Jan 2023
MGeo: Multi-Modal Geographic Pre-Training Method Ruixue Ding Boli Chen Pengjun Xie Fei Huang Xin Li Qiang-Wei Zhang Yao Xu 25 18 0 11 Jan 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 26 19 0 08 Jan 2023
CiT: Curation in Training for Effective Vision-Language Data Hu Xu Saining Xie Po-Yao (Bernie) Huang Licheng Yu Russ Howes Gargi Ghosh Luke Zettlemoyer Christoph Feichtenhofer VLM DiffM 33 24 0 05 Jan 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes Justin Reppert Ben Rachbach Charlie George Luke Stebbing Ju-Seung Byun Maggie Appleton Andreas Stuhlmuller ReLM LRM 38 17 0 04 Jan 2023
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale Felix Hamann A. Ulges Maurice Falk 16 1 0 02 Jan 2023
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 50 9 0 21 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 35 9 0 19 Dec 2022
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation Rui Meng Ye Liu Semih Yavuz Divyansh Agarwal Lifu Tu Ning Yu Jianguo Zhang Meghana Moorthy Bhat Yingbo Zhou RALM 55 0 0 17 Dec 2022
Utilizing distilBert transformer model for sentiment classification of COVID-19's Persian open-text responses F. Masoumi M. Bahrani 6 2 0 16 Dec 2022
Explainability of Text Processing and Retrieval Methods: A Critical Survey Sourav Saha Debapriyo Majumdar Mandar Mitra 18 5 0 14 Dec 2022
Expanding Knowledge Graphs with Humans in the Loop Emaad A. Manzoor Jordan Tong S. Vijayaraghavan Rui Li 19 3 0 10 Dec 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 39 87 0 16 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 29 31 0 11 Nov 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 34 10 0 30 Oct 2022
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie RALM 24 4 0 27 Oct 2022
NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost Thales Sales Almeida Thiago Laitz Joao Seródio L. Bonifacio R. Lotufo Rodrigo Nogueira 14 4 0 26 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 22 42 0 25 Oct 2022
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages Xinyu Crystina Zhang Nandan Thakur Odunayo Ogundepo Ehsan Kamalloo David Alfonso-Hermelo Xiaoguang Li Qun Liu Mehdi Rezagholizadeh Jimmy J. Lin 29 53 0 18 Oct 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time Kiymet Akdemir Ali Hürriyetoǧlu 11 2 0 17 Oct 2022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang Zhen Qin R. Jagerman Kai Hui Ji Ma Jing Lu Jianmo Ni Xuanhui Wang Michael Bendersky AIMat 29 127 0 12 Oct 2022
Retrieval Augmentation for T5 Re-ranker using External Sources Kai Hui Tao Chen Zhen Qin Honglei Zhuang Fernando Diaz Michael Bendersky Donald Metzler RALM LRM 23 1 0 11 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 57 77 0 28 Sep 2022
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark Vitor Jeronymo Mauricio Nascimento R. Lotufo Rodrigo Nogueira 15 3 0 27 Sep 2022
Axially Expanded Windows for Local-Global Interaction in Vision Transformers Zhemin Zhang Xun Gong ViT 13 1 0 19 Sep 2022
Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon AI4CE 21 17 0 19 Sep 2022
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Xiaofeng Wang Wei Lu Xiaozhong Liu AAML 43 40 0 14 Sep 2022
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation Zoran Medic Jan Snajder 14 5 0 12 Sep 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 29 10 0 31 Aug 2022
ConTextual Masked Auto-Encoder for Dense Passage Retrieval Xing Wu Guangyuan Ma Meng Lin Zijia Lin Zhongyuan Wang Songlin Hu RALM 24 24 0 16 Aug 2022
Continuous Active Learning Using Pretrained Transformers Nima Sadri G. Cormack KELM 21 2 0 15 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 28 20 0 05 Aug 2022