Understanding the Behaviors of BERT in Ranking

16 April 2019

Papers citing "Understanding the Behaviors of BERT in Ranking"

32 / 32 papers shown

Title
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 59 0 0 24 Mar 2025
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents Omer Madmon Idan Pipano Itamar Reinman Moshe Tennenholtz 65 3 0 03 Jan 2025
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 247 0 0 01 Nov 2024
A Semantic Search Engine for Mathlib4 Guoxiong Gao Haocheng Ju Jiedong Jiang Zihan Qin Bin Dong 45 3 0 20 Mar 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 50 0 0 05 Feb 2024
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 47 0 0 16 Nov 2023
Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model Jiong Cai Yong-jia Jiang Yue Zhang Chenyue Jiang Keliang Yu ... Tao Wang Zhongqiang Huang Pengjun Xie Fei Huang Kewei Tu 20 0 0 01 Jul 2023
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 31 1 0 11 Oct 2022
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored? Jiawen Wu Xinyu Zhang Yutao Zhu Zheng Liu Zikai Guo Zhaoye Fei Ruofei Lai Yongkang Wu Bo Zhao Zhicheng Dou 41 5 0 14 Sep 2022
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 27 3 0 05 Jul 2022
Towards Robust Ranker for Text Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Binxing Jiao Daxin Jiang OOD 33 42 0 16 Jun 2022
Curriculum Learning for Dense Retrieval Distillation Hansi Zeng Hamed Zamani Vishwa Vinay 24 49 0 28 Apr 2022
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding Shanshan Wang Zhumin Chen Zhaochun Ren Huasheng Liang Qiang Yan Pengjie Ren 33 9 0 06 Apr 2022
How Different are Pre-trained Transformers for Text Ranking? David Rau J. Kamps 36 9 0 05 Apr 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 11 39 0 13 Feb 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 Wu Haifeng Wang Ji-Rong Wen 144 249 0 14 Oct 2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval Zhiqi Huang Hamed Bonab Sheikh Muhammad Sarwar Razieh Rahimi James Allan 40 10 0 07 Sep 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 27 5 0 05 Jul 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 34 8 0 21 Feb 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 142 37 0 01 Jan 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 43 235 0 12 Oct 2020
BERT-QE: Contextualized Query Expansion for Document Re-ranking Zhi Zheng Kai Hui Xianpei Han Xianpei Han Le Sun Andrew Yates 27 93 0 15 Sep 2020
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Amir Atapour-Abarghouei Stephen Bonner A. Mcgough 15 4 0 10 Sep 2020
Hybrid Ranking Network for Text-to-SQL Qin Lyu K. Chakrabarti Shobhit Hathi Souvik Kundu Jianwen Zhang Zheng Chen AIMat 22 83 0 11 Aug 2020
DeText: A Deep Text Ranking Framework with BERT Weiwei Guo Xiaowei Liu Sida Wang Huiji Gao A. Sankar ... Qi Guo Liang Zhang Bo Long Bee-Chung Chen D. Agarwal 27 26 0 06 Aug 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 31 1,182 0 01 Jul 2020
Query Resolution for Conversational Search with Limited Supervision Nikos Voskarides Dan Li Pengjie Ren Evangelos Kanoulas Maarten de Rijke 25 123 0 24 May 2020
Table Search Using a Deep Contextualized Language Model Zhiyu Zoey Chen M. Trabelsi J. Heflin Yinan Xu Brian D. Davison LMTD 23 56 0 19 May 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection Daniele Bonadiman Alessandro Moschitti RALM 23 10 0 04 Mar 2020
A neural document language modeling framework for spoken document retrieval Li-Phen Yen Zheng-Yu Wu Kuan-Yu Chen 3DGS 22 0 0 31 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 96 11,789 0 27 Aug 2019