Table Search Using a Deep Contextualized Language Model

19 May 2020

Papers citing "Table Search Using a Deep Contextualized Language Model"

30 / 30 papers shown

Title
Stick to Facts: Towards Fidelity-oriented Product Description Generation Zhangming Chan Preslav Nakov Yongliang Wang Jia-Nan Li Qing Cui Kun Gai Dongyan Zhao Rui Yan 162 24 0 11 Mar 2025
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 368 1 0 26 Oct 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 95 15 0 15 Apr 2024
Leveraging Schema Labels to Enhance Dataset Search Zhiyu Zoey Chen Haiyan Jia J. Heflin Brian D. Davison 27 24 0 27 Jan 2020
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 70 393 0 31 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick Ng Ramesh Nallapati Bing Xiang OOD 49 66 0 17 Oct 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering Zhiguo Wang Patrick Ng Xiaofei Ma Ramesh Nallapati Bing Xiang OOD 62 244 0 22 Aug 2019
Revealing the Dark Secrets of BERT Olga Kovaleva Alexey Romanov Anna Rogers Anna Rumshisky 36 552 0 21 Aug 2019
A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints Y. Mass Haggai Roitman Shai Erera Or Rivlin Bar Weiner D. Konopnicki 32 12 0 19 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 534 24,351 0 26 Jul 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 49 59 0 11 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 209 1,592 0 11 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 94 1,010 0 01 Jun 2019
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval Li Deng Shuo Zhang K. Balog LMTD DRL 37 112 0 31 May 2019
Deeper Text Understanding for IR with Contextual Neural Language Modeling Zhuyun Dai Jamie Callan 57 448 0 22 May 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 50 107 0 08 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 61 47 0 05 May 2019
Understanding the Behaviors of BERT in Ranking Yifan Qiao Chenyan Xiong Zhenghao Liu Zhiyuan Liu 69 216 0 16 Apr 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 53 335 0 15 Apr 2019
Simple Applications of BERT for Ad Hoc Document Retrieval Wei Yang Haotian Zhang Jimmy J. Lin 70 197 0 26 Mar 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 102 495 0 05 Feb 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 122 1,088 0 13 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 200 3,724 0 09 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 59 38 0 16 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 984 7,152 0 20 Apr 2018
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 159 588 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 646 130,942 0 12 Jun 2017
Content-Based Table Retrieval for Web Queries Zhao Yan Duyu Tang Nan Duan Junwei Bao Yuanhua Lv Ming Zhou Zhoujun Li LMTD 46 21 0 08 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 220 9,957 0 15 Jul 2016