Mixed-modality Representation Learning and Pre-training for Joint
Table-and-Text Retrieval in OpenQA

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

11 October 2022

Papers citing "Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA"

9 / 9 papers shown

Title
Question Answering with Texts and Tables through Deep Reinforcement Learning M. M. José Flávio Nakasato Cação Maria F. Ribeiro Rafael M. Cheang Paulo Pirozelli Fabio Gagliardi Cozman LMTD RALM 167 0 0 21 Feb 2025
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 52 12 0 15 Apr 2024
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 21 7 0 21 Mar 2023
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 33 5 0 27 Dec 2022
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation Qian Yang Qian Chen Wen Wang Baotian Hu Min Zhang 37 24 0 16 Dec 2022
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models Bogdan Kostić Julian Risch Timo Moller RALM 110 23 0 09 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering A. Li Patrick K. L. Ng Peng-Tao Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 127 31 0 05 Aug 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 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-Hong Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020