Database Reasoning Over Text

2 June 2021

Papers citing "Database Reasoning Over Text"

21 / 21 papers shown

Title
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data Seiji Maekawa Hayate Iso Nikita Bhutani RALM 218 2 0 15 Oct 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? Zhouhong Gu Lin Zhang Xiaoxuan Zhu Jiangjie Chen Wenhao Huang ... Shusen Wang Zheyu Ye Yan Gao Hongwei Feng Yanghua Xiao RALM 80 2 0 18 Jun 2024
Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models Gabriele Tolomei Cesare Campagnano Fabrizio Silvestri Giovanni Trappolini 81 4 0 07 Oct 2023
A Data Source for Reasoning Embodied Agents Jack Lanchantin Sainbayar Sukhbaatar Gabriel Synnaeve Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro LRM 64 5 0 14 Sep 2023
RRAML: Reinforced Retrieval Augmented Machine Learning Andrea Bacciu Florin Cocunasu F. Siciliano Fabrizio Silvestri Nicola Tonellotto Giovanni Trappolini RALM 125 7 0 24 Jul 2023
TimelineQA: A Benchmark for Question Answering over Timelines W. Tan Jane Dwivedi-Yu Yuliang Li Lambert Mathias Marzieh Saeidi J. Yan A. Halevy LMTD 57 12 0 01 Jun 2023
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao RALM LRM 99 1 0 23 May 2023
Multimodal Neural Databases Giovanni Trappolini Andrea Santilli Emanuele Rodolà A. Halevy Fabrizio Silvestri 101 10 0 02 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 81 5 0 26 Apr 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases Hongyu Ren Mikhail Galkin Michael Cochez Zhaocheng Zhu J. Leskovec NAI GNN 122 38 0 26 Mar 2023
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao LRM 68 6 0 17 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 237 215 0 06 Oct 2022
FOLIO: Natural Language Reasoning with First-Order Logic Simeng Han Hailey Schoelkopf Yilun Zhao Zhenting Qi Martin Riddell ... Yingbo Zhou Caiming Xiong Rex Ying Arman Cohan Dragomir R. Radev ReLM LRM 148 109 0 02 Sep 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 88 26 0 25 May 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 67 30 0 16 Feb 2022
Machines & Influence: An Information Systems Lens Shashank Yadav 98 1 0 26 Nov 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 88 11 0 07 Aug 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 238 54 0 15 Jul 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 154 289 0 24 Nov 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 478 3,759 0 28 Feb 2017