Passage Re-ranking with BERT

13 January 2019

Papers citing "Passage Re-ranking with BERT"

50 / 419 papers shown

Title
BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks Tongwen Huang Qingyun She Junlin Zhang 35 15 0 13 Sep 2020
RadLex Normalization in Radiology Reports Surabhi Datta Jordan Godfrey-Stovall Kirk Roberts MedIm 16 6 0 10 Sep 2020
Patient Cohort Retrieval using Transformer Language Models Sarvesh Soni Kirk Roberts 17 9 0 10 Sep 2020
Brown University at TREC Deep Learning 2019 George Zerveas Ruochen Zhang Leila Kim Carsten Eickhoff 11 14 0 08 Sep 2020
Multi-Perspective Semantic Information Retrieval Samarth Rawal Chitta Baral 24 3 0 03 Sep 2020
Revisiting the Open-Domain Question Answering Pipeline Sina J. Semnani Manish Pandey RALM LRM 28 5 0 02 Sep 2020
Discovering Useful Sentence Representations from Large Pretrained Language Models Nishant Subramani Nivedita Suresh 14 5 0 20 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
Understanding BERT Rankers Under Distillation Luyu Gao Zhuyun Dai Jamie Callan 19 49 0 21 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 27 21 0 20 Jul 2020
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain Samarth Rawal 11 3 0 17 Jul 2020
Searching Scientific Literature for Answers on COVID-19 Questions Vincent Nguyen Maciej Rybiński Sarvnaz Karimi Zhenchang Xing 19 3 0 06 Jul 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 25 1,181 0 01 Jul 2020
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search Helia Hashemi Hamed Zamani W. Bruce Croft 22 62 0 13 Jun 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Seokhwan Kim Mihail Eric Karthik Gopalakrishnan Behnam Hedayatnia Yang Liu Dilek Z. Hakkani-Tür 26 84 0 05 Jun 2020
Context-based Transformer Models for Answer Sentence Selection Ivano Lauriola Alessandro Moschitti 6 3 0 01 Jun 2020
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models Mengxi Wei Yifan He Qiong Zhang VLM 9 40 0 22 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
Entity-Enriched Neural Models for Clinical Question Answering Bhanu Pratap Singh Rawat W. Weng So Yeon Min Preethi Raghavan Peter Szolovits 26 18 0 13 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 56 154 0 12 May 2020
Transformer Based Language Models for Similar Text Retrieval and Ranking Javed Qadrud-Din Ashraf Bah Rabiou Ryan S Walker Ravindra Soni M. Gajek Gabriel Pack A. Rangaraj 19 5 0 10 May 2020
Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents Asir Saeed Khai Mai Pham Quang Nhat Minh Nguyen Tuan Duc Danushka Bollegala 19 0 0 06 May 2020
SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search Sean MacAvaney Arman Cohan Nazli Goharian 25 23 0 05 May 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 29 24 0 05 May 2020
WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking Afshin Rahimi Timothy Baldwin Karin Verspoor 12 9 0 04 May 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 16 57 0 01 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 41 395 0 01 May 2020
Question Rewriting for Conversational Question Answering Svitlana Vakulenko Shayne Longpre Zhucheng Tu R. Anantha 20 175 0 30 Apr 2020
Topic Propagation in Conversational Search I. Mele Cristina Ioana Muntean F. M. Nardini R. Perego Nicola Tonellotto O. Frieder 30 32 0 29 Apr 2020
Data Augmentation for Spoken Language Understanding via Pretrained Language Models Baolin Peng Chenguang Zhu Michael Zeng Jianfeng Gao 28 25 0 29 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 43 1,311 0 27 Apr 2020
Cross-lingual Information Retrieval with BERT Zhuolin Jiang A. El-Jaroudi William Hartmann Damianos G. Karakos Lingjun Zhao 30 55 0 24 Apr 2020
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned Edwin Zhang Nikhil Gupta Rodrigo Nogueira Kyunghyun Cho Jimmy J. Lin 16 59 0 10 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 95 3,579 0 10 Apr 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 193 40 0 19 Mar 2020
Document Ranking with a Pretrained Sequence-to-Sequence Model Rodrigo Nogueira Zhiying Jiang Jimmy J. Lin 31 560 0 14 Mar 2020
Sensitive Data Detection and Classification in Spanish Clinical Text: Experiments with BERT Aitor García-Pablos Naiara Pérez Montse Cuadros 37 34 0 06 Mar 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection Daniele Bonadiman Alessandro Moschitti RALM 23 10 0 04 Mar 2020
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising Ziyi Yang Chenguang Zhu R. Gmyr Michael Zeng Xuedong Huang Eric Darve 23 61 0 03 Jan 2020
Leveraging Lead Bias for Zero-shot Abstractive News Summarization Chenguang Zhu Ziyi Yang R. Gmyr Michael Zeng Xuedong Huang 16 19 0 25 Dec 2019
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking Gustavo Penha C. Hauff 19 24 0 18 Dec 2019
Duet at TREC 2019 Deep Learning Track Bhaskar Mitra Nick Craswell 6 7 0 10 Dec 2019
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-ranking Sebastian Hofstatter Markus Zlabinger Allan Hanbury 14 15 0 03 Dec 2019
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information Seonwoo Min Seunghyun Park Siwon Kim Hyun-Soo Choi Byunghan Lee Sungroh Yoon SSL 14 62 0 25 Nov 2019
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 26 283 0 24 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 25 28 0 08 Nov 2019
Cross-Lingual Relevance Transfer for Document Retrieval Peng Shi Jimmy J. Lin VLM 28 15 0 08 Nov 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 11 252 0 07 Nov 2019
Masked Language Model Scoring Julian Salazar Davis Liang Toan Q. Nguyen Katrin Kirchhoff 19 13 0 31 Oct 2019
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 26 386 0 31 Oct 2019