Passage Re-ranking with BERT

13 January 2019

Papers citing "Passage Re-ranking with BERT"

50 / 419 papers shown

Title
TREC 2020 Podcasts Track Overview R. Jones Ben Carteree Ann Clion Maria Eskevich G. Jones Jussi Karlgren Aasish Pappu S. Reddy Yongze Yu 3DGS 12 35 0 29 Mar 2021
NaturalProofs: Mathematical Theorem Proving in Natural Language Sean Welleck Jiacheng Liu Ronan Le Bras Hannaneh Hajishirzi Yejin Choi Kyunghyun Cho AIMat 24 64 0 24 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 37 59 0 22 Mar 2021
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stanislav Peshterliev Barlas Oğuz Debojeet Chatterjee Hakan Inan Vikas Bhardwaj 17 4 0 11 Mar 2021
A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models Iurii Mokrii Leonid Boytsov Pavel Braslavski 28 26 0 04 Mar 2021
A Data-Centric Framework for Composable NLP Workflows Zhengzhong Liu Guanxiong Ding Avinash Bukkittu Mansi Gupta Pengzhi Gao ... Haoying Zhang Xiaodan Liang Teruko Mitamura Eric Xing Zhiting Hu 13 6 0 02 Mar 2021
Neural ranking models for document retrieval M. Trabelsi Zhiyu Zoey Chen Brian D. Davison J. Heflin FedML 39 29 0 23 Feb 2021
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval Svitlana Vakulenko Nikos Voskarides Zhucheng Tu Shayne Longpre 11 4 0 17 Feb 2021
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits Leonid Boytsov Zico Kolter 14 11 0 12 Feb 2021
Fairness Through Regularization for Learning to Rank Nikola Konstantinov Christoph H. Lampert FaML 21 10 0 11 Feb 2021
User Engagement Prediction for Clarification in Search Ivan Sekulić Mohammad Aliannejadi Fabio Crestani 22 25 0 08 Feb 2021
Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang Chia-Hua Wu Shang-Bao Luo Kuan-Yu Chen Hsin-Min Wang T. Toda 74 28 0 30 Jan 2021
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9 Seokhwan Kim Mihail Eric Behnam Hedayatnia Karthik Gopalakrishnan Yang Liu Chao-Wei Huang Dilek Z. Hakkani-Tür 19 15 0 22 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 16 11 0 20 Jan 2021
Towards Confident Machine Reading Comprehension Rishav Chakravarti Avirup Sil 30 4 0 20 Jan 2021
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer HongChien Yu Zhuyun Dai Jamie Callan 16 22 0 20 Jan 2021
A Comparison of Question Rewriting Methods for Conversational Passage Retrieval Svitlana Vakulenko Nikos Voskarides Zhucheng Tu Shayne Longpre KELM 24 39 0 19 Jan 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Sebastian Hofstatter Aldo Lipani Sophia Althammer Markus Zlabinger Allan Hanbury 60 15 0 18 Jan 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 67 168 0 14 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models Gustavo Penha C. Hauff 190 30 0 12 Jan 2021
Learning Better Sentence Representation with Syntax Information Chen Yang 28 1 0 09 Jan 2021
Multistage BiCross encoder for multilingual access to COVID-19 health information Iknoor Singh Carolina Scarton Kalina Bontcheva 8 4 0 08 Jan 2021
Model Extraction and Defenses on Generative Adversarial Networks Hailong Hu Jun Pang SILM MIACV 31 14 0 06 Jan 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
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Chengjie Sun Zhenzhou Ji Bingquan Liu RALM 29 31 0 31 Dec 2020
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision Si Sun Yingzhuo Qian Zhenghao Liu Chenyan Xiong Kaitao Zhang Jie Bao Zhiyuan Liu Paul N. Bennett 36 18 0 29 Dec 2020
Neural document expansion for ad-hoc information retrieval Chen Tang Andrew O. Arnold VLM 28 3 0 27 Dec 2020
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra 20 5 0 21 Dec 2020
Autoregressive Reasoning over Chains of Facts with Transformers Ruben Cartuyvels Graham Spinks Marie-Francine Moens ReLM LRM 16 15 0 17 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Jun Huang 9 4 0 25 Nov 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Chenyan Xiong Zhenghao Liu Si Sun Zhuyun Dai Kaitao Zhang S. Yu Zhiyuan Liu Hoifung Poon Jianfeng Gao Paul N. Bennett 30 10 0 03 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 23 49 0 02 Nov 2020
Semantic Labeling Using a Deep Contextualized Language Model M. Trabelsi Jin Cao J. Heflin VLM 13 14 0 30 Oct 2020
Long Document Ranking with Query-Directed Sparse Transformer Jyun-Yu Jiang Chenyan Xiong Chia-Jung Lee Wei Wang 33 25 0 23 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 31 25 0 23 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 29 119 0 22 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 24 39 0 21 Oct 2020
CoRT: Complementary Rankings from Transformers Marco Wrzalik D. Krechel 25 9 0 20 Oct 2020
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 21 3 0 16 Oct 2020
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 Wu Haifeng Wang RALM OffRL 214 595 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 18 12 0 13 Oct 2020
SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search Sean MacAvaney Arman Cohan Nazli Goharian 24 21 0 12 Oct 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann Robin Jia Percy Liang 29 15 0 10 Oct 2020
Slice-Aware Neural Ranking Gustavo Penha C. Hauff 6 2 0 07 Oct 2020
Beyond [CLS] through Ranking by Generation Cicero Nogueira dos Santos Xiaofei Ma Ramesh Nallapati Zhiheng Huang Bing Xiang RALM 24 30 0 06 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 27 37 0 02 Oct 2020
Simplified TinyBERT: Knowledge Distillation for Document Retrieval Xuanang Chen Xianpei Han Kai Hui Le Sun Yingfei Sun 22 25 0 16 Sep 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