Title
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis Jingyun Sun Zhongze Luo 72 0 0 17 Nov 2024
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 37 7 0 02 Dec 2021
Learning to Ask for Data-Efficient Event Argument Extraction Hongbin Ye Ningyu Zhang Zhen Bi Shumin Deng Chuanqi Tan Hui Chen Fei Huang Huajun Chen RALM 36 11 0 01 Oct 2021
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis Chengxi Li Feiyu Gao Jiajun Bu Lu Xu Xiang Chen ... Zirui Shao Qi Zheng Ningyu Zhang Yongpan Wang Zhi Yu 47 56 0 17 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 65 67 0 31 Aug 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners Ningyu Zhang Luoqiu Li Xiang Chen Shumin Deng Zhen Bi Chuanqi Tan Fei Huang Huajun Chen VLM 97 173 0 30 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 55 201 0 18 Jun 2021
Document-level Relation Extraction as Semantic Segmentation Ningyu Zhang Xiang Chen Xin Xie Shumin Deng Chuanqi Tan Mosha Chen Fei Huang Luo Si Huajun Chen ViT 49 183 0 07 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 55 350 0 03 Jun 2021
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba Ningyu Zhang Qianghuai Jia Shumin Deng Xiang Chen Hongbin Ye ... Huaixiao Tou Gang Huang Zhao Wang Nengwei Hua Huajun Chen 39 61 0 03 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 58 293 0 02 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 79 519 0 24 May 2021
OntoED: Low-resource Event Detection with Ontology Embedding Shumin Deng Ningyu Zhang Luoqiu Li Hui Chen Huaixiao Tou Mosha Chen Fei Huang Huajun Chen 39 55 0 23 May 2021
MLBiNet: A Cross-Sentence Collective Event Detection Network Dongfang Lou Zhilin Liao Shumin Deng Ningyu Zhang Huajun Chen BDL 44 55 0 20 May 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 71 405 0 15 Apr 2021
Noisy-Labeled NER with Confidence Estimation Kun Liu Yao Fu Chuanqi Tan Mosha Chen Ningyu Zhang Songfang Huang Sheng Gao NoLa 50 60 0 09 Apr 2021
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction Luoqiu Li Xiang Chen Zhen Bi Xin Xie Shumin Deng Ningyu Zhang Chuanqi Tan Mosha Chen Huajun Chen AAML 67 7 0 01 Apr 2021
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu Xuekai Li Yuan-Fang Li Reza Haffari Guilin Qi Yujin Zhu Guoqiang Xu CLL 64 67 0 06 Jan 2021
Few-Shot Named Entity Recognition: A Comprehensive Study Jiaxin Huang Chunyuan Li K. Subudhi Damien Jose S. Balakrishnan Weizhu Chen Baolin Peng Jianfeng Gao Jiawei Han 46 79 0 29 Dec 2020
Document-Level Relation Extraction with Reconstruction Wang Xu Kehai Chen Tiejun Zhao 52 107 0 21 Dec 2020
GDPNet: Refining Latent Multi-View Graph for Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Eng Siong Chng 34 86 0 12 Dec 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 29 49 0 30 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 52 275 0 21 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 59 225 0 29 Sep 2020
N-LTP: An Open-source Neural Language Technology Platform for Chinese Wanxiang Che Yunlong Feng Libo Qin Ting Liu VLM 49 110 0 24 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 32 119 0 22 Sep 2020
Finding Influential Instances for Distantly Supervised Relation Extraction Zifeng Wang Rui Wen Xi Chen Shao-Lun Huang Ningyu Zhang Yefeng Zheng TDI 31 23 0 17 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 34 128 0 14 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 64 18 0 14 Sep 2020
Example-Based Named Entity Recognition Morteza Ziyadi Yuting Sun Abhishek Goswami Jade Huang Weizhu Chen 41 33 0 24 Aug 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 62 274 0 13 May 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 55 177 0 15 Apr 2020
HIN: Hierarchical Inference Network for Document-Level Relation Extraction Hengzhu Tang Yanan Cao Zhenyu Zhang Jiangxia Cao Fang Fang Shi Wang Pengfei Yin 51 118 0 28 Mar 2020
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 55 71 0 08 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 123 10,720 0 29 Oct 2019
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 57 133 0 25 Oct 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 92 152 0 28 Sep 2019
Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba Qianghuai Jia Ningyu Zhang Nengwei Hua 29 5 0 06 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 47 461 0 04 Sep 2019
When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification Shumin Deng Ningyu Zhang Zhanlin Sun Jiaoyan Chen Huajun Chen VLM 39 45 0 22 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 192 3,659 0 06 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 392 24,160 0 26 Jul 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors Sam Wiseman K. Stratos 31 64 0 10 Jun 2019
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks Ningyu Zhang Shumin Deng Zhanlin Sun Guanying Wang Xi Chen Wei Zhang Huajun Chen 36 196 0 04 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 914 93,936 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 69 726 0 26 Sep 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 59 1,038 0 25 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 404 61,900 0 04 Jun 2015