Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs

18 October 2019

Angela Fan

Papers citing "Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs"

46 / 46 papers shown

Title
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 177 20 0 21 Jan 2025
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 84 5 0 27 Sep 2024
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models J. Faille Albert Gatt Claire Gardent 82 0 0 25 Sep 2024
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity Zoher Kachwala Jisun An Haewoon Kwak Filippo Menczer 66 4 0 02 Apr 2024
Enterprise Use Cases Combining Knowledge Graphs and Natural Language Processing Phillip Schneider Tim Schopf Juraj Vladika Florian Matthes 82 1 0 01 Apr 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 100 1 0 05 Mar 2024
Shaping Political Discourse using multi-source News Summarization Charles Rajan Nishit Asnani Shreya Singh 65 4 0 18 Dec 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 73 5 0 28 Oct 2023
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator Ziwei He Meng Yang Minwei Feng Jingcheng Yin Xiang Wang Jingwen Leng Zhouhan Lin ViT 95 14 0 24 May 2023
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection David Dukić Kiril Gashteovski Goran Glavaš Jan vSnajder 65 1 0 23 May 2023
Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection Kuicai Dong Aixin Sun Jung-jae Kim Xiaoli Li 47 1 0 07 May 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Gengchen Mai Weiming Huang Jin Sun Suhang Song Deepak Mishra ... Yingjie Hu Chris Cundy Ziyuan Li Rui Zhu Ni Lao AI4CE 122 134 0 13 Apr 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq Joty 129 88 0 20 Mar 2023
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction Ji Qi Yuxiang Chen Lei Hou Juanzi Li Bin Xu OffRL 75 5 0 17 Jan 2023
Towards Generalized Open Information Extraction Yu Bowen Zhenyu Zhang Jingyang Li Haiyang Yu Tingwen Liu Jianguo Sun Yongbin Li Bin Wang 75 1 0 29 Nov 2022
Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust Haotian Chen Lingwei Zhang Yiran Liu Fanchao Chen Yang Yu AILaw ELM 49 6 0 06 Nov 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 99 10 0 25 Jul 2022
DetIE: Multilingual Open Information Extraction Inspired by Object Detection Michael Vasilkovsky Anton M. Alekseev Valentin Malykh Ilya Shenbin E. Tutubalina D. Salikhov Mikhail Stepnov Andrey Chertok Sergey I. Nikolenko VLM 63 18 0 24 Jun 2022
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs Sha Li Madhi Namazifar Di Jin Joey Tianyi Zhou Heng Ji Yang Liu Dilek Z. Hakkani-Tür 59 20 0 15 Jun 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics Ayal Klein Eran Hirsch Ron Eliav Valentina Pyatkin Avi Caciularu Ido Dagan 97 13 0 23 May 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 49 2 0 20 May 2022
CompactIE: Compact Facts in Open Information Extraction Farima Fatahi Bayat Nikita Bhutani H. V. Jagadish 62 8 0 05 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Hongzhi Zhang AI4TS 44 7 0 24 Apr 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies Angela Fan Claire Gardent 36 5 0 12 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 85 14 0 06 Apr 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 296 2,479 0 08 Feb 2022
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 55 6 0 22 Sep 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 63 14 0 17 Jun 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 78 45 0 25 May 2021
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting Yi Cheng Siyao Li Bang Liu Ruihui Zhao Sujian Li Chenghua Lin Yefeng Zheng 132 40 0 25 May 2021
Not All Memories are Created Equal: Learning to Forget by Expiring Sainbayar Sukhbaatar Da Ju Spencer Poff Stephen Roller Arthur Szlam Jason Weston Angela Fan CLL 75 35 0 13 May 2021
DocOIE: A Document-level Context-Aware Dataset for OpenIE Kuicai Dong Yilin Zhao Aixin Sun Jung-jae Kim Xiaoli Li 49 13 0 10 May 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 91 98 0 16 Apr 2021
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge Bodhisattwa Prasad Majumder Sudha Rao Michel Galley Julian McAuley 63 50 0 14 Apr 2021
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 70 65 0 16 Nov 2020
Multilingual AMR-to-Text Generation Angela Fan Claire Gardent 51 33 0 10 Nov 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 290 0 09 Oct 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 60 201 0 06 Jul 2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization Wei Li Xinyan Xiao Jiachen Liu Hua Wu Haifeng Wang Junping Du 87 136 0 20 May 2020
IMoJIE: Iterative Memory-Based Joint Open Information Extraction Keshav Kolluru Samarth Aggarwal Vipul Rathore Mausam Soumen Chakrabarti VLM 75 72 0 17 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 92 164 0 03 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 76 36 0 01 May 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 158 76 0 27 Apr 2020
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders Bhushan Kotnis Carolin (Haas) Lawrence Mathias Niepert RALM 95 41 0 06 Apr 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté M. Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler William L. Hamilton AI4CE 91 81 0 21 Feb 2020
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 85 41 0 10 Nov 2019