Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

19 October 2022

Ningyu Zhang

Shumin Deng

Huajun Chen

Papers citing "Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction"

36 / 36 papers shown

Title
Generalization Properties of Retrieval-based Models Soumya Basu A. S. Rawat Manzil Zaheer 58 6 0 06 Oct 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen Lei Li Ningyu Zhang Xiaozhuan Liang Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen VLM 59 53 0 29 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Bryan Hooi GNN 35 9 0 08 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 51 39 0 04 May 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 58 27 0 10 Apr 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 45 11 0 31 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 50 106 0 17 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction Kuan-Hao Huang I-Hung Hsu Premkumar Natarajan Kai-Wei Chang Nanyun Peng 62 67 0 15 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 161 1,485 0 25 Feb 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 113 209 0 02 Feb 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 106 63 0 28 Jan 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 160 64 0 27 Jan 2022
Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings Peng Wang Xin Xie Xiaohan Wang Ningyu Zhang RALM 75 18 0 14 Jan 2022
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works Jinghui Si Xutan Peng Chen Li Haotian Xu Jianxin Li 85 10 0 09 Oct 2021
Document-level Entity-based Extraction as Template Generation Kung-Hsiang Huang Sam Tang Nanyun Peng 45 54 0 10 Sep 2021
DEGREE: A Data-Efficient Generation-Based Event Extraction Model I-Hung Hsu Kuan-Hao Huang Elizabeth Boschee Scott Miller Premkumar Natarajan Kai-Wei Chang Nanyun Peng 68 171 0 29 Aug 2021
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction Heng Zheng Rui Wen Xi Chen Yifan Yang Yunyan Zhang Ziheng Zhang Ningyu Zhang Bin Qin Ming Xu Yefeng Zheng 78 205 0 18 Jun 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Yaojie Lu Hongyu Lin Jin Xu Xianpei Han Jialong Tang Annan Li Le Sun M. Liao Shaoyi Chen 48 278 0 17 Jun 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 102 413 0 15 Apr 2021
Document-Level Event Argument Extraction by Conditional Generation Sha Li Heng Ji Jiawei Han 63 301 0 13 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 385 1,379 0 17 Jan 2021
Structured Prediction as Translation between Augmented Natural Languages Giovanni Paolini Ben Athiwaratkun Jason Krone Jie Ma Alessandro Achille Rishita Anubhai Cicero Nogueira dos Santos Bing Xiang Stefano Soatto 55 290 0 14 Jan 2021
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking Yucheng Wang Yu Bowen Yueyang Zhang Tingwen Liu Hongsong Zhu Limin Sun 66 344 0 26 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 89 286 0 09 Oct 2020
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges Bin Fu Yunqi Qiu Chengguang Tang Yang Li Haiyang Yu Jian Sun 213 94 0 26 Jul 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature Colby Wise V. Ioannidis Miguel Calvo Rebollar Xiang Song George D. Price Ninad Kulkarni Ryan Brand Parminder Bhatia George Karypis 57 68 0 24 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 755 42,055 0 28 May 2020
Event Extraction by Answering (Almost) Natural Questions Xinya Du Claire Cardie 55 414 0 28 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 129 2,102 0 10 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 1,992 0 02 Feb 2020
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 154 837 0 01 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 246 10,829 0 29 Oct 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 74 587 0 08 Sep 2019
KGAT: Knowledge Graph Attention Network for Recommendation Xiang Wang Xiangnan He Yixin Cao Meng Liu Tat-Seng Chua OffRL 88 1,821 0 20 May 2019
Zero-Shot Transfer Learning for Event Extraction Lifu Huang Heng Ji Kyunghyun Cho Clare R. Voss 56 203 0 04 Jul 2017
Joint Extraction of Events and Entities within a Document Context Bishan Yang Tom Michael Mitchell 62 247 0 12 Sep 2016