v1v2v3 (latest)

LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training

2 December 2021

Shumin Deng

Chuanqi Tan

Fei Huang

Huajun Chen

Ningyu Zhang

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Papers citing "LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training"

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Title
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 88 56 0 17 Sep 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 71 65 0 03 Jun 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 75 55 0 23 May 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding Zhiyuan Qi Ziheng Zhang Jiaoyan Chen Xi Chen Yuejia Xiang Ningyu Zhang Yefeng Zheng 101 38 0 12 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 168 416 0 15 Apr 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 78 53 0 12 Feb 2021
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 83 76 0 14 Oct 2020
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool Ernie Chang J. Caplinger Alex Marin Xiaoyu Shen Vera Demberg 48 18 0 08 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 52 164 0 05 Oct 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 86 100 0 18 May 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen Ernie Chang Hui Su Jie Zhou Dietrich Klakow 72 49 0 03 May 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 226 85 0 03 May 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms Zhiyu Zoey Chen Wenhu Chen Hanwen Zha Xiyou Zhou Yunkai Zhang Sairam Sundaresan William Yang Wang NAI 67 66 0 30 Apr 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 110 368 0 29 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 77 159 0 22 Apr 2020
Relation Adversarial Network for Low Resource Knowledge Graph Completion Ningyu Zhang Shumin Deng Zhanlin Sun Jiaoayan Chen Wei Zhang Huajun Chen 121 72 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 266 10,880 0 29 Oct 2019
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data H. Shahidi Ming Li Jimmy J. Lin LMTD 58 14 0 23 Sep 2019
Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) Heng Gong Xiaocheng Feng Bing Qin Ting Liu LMTD 66 57 0 05 Sep 2019
Learning to Self-Train for Semi-Supervised Few-Shot Classification Xinzhe Li Qianru Sun Yaoyao Liu Shibao Zheng Qin Zhou Tat-Seng Chua Bernt Schiele SSL 76 270 0 03 Jun 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 236 1,560 0 08 May 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 92 142 0 21 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 92 71 0 27 Mar 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 77 200 0 04 Mar 2019
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser ELM 103 233 0 23 Jan 2019
Natural Language Generation for Electronic Health Records Scott H. Lee SyDa 59 82 0 01 Jun 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 107 254 0 07 May 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 98 682 0 20 Apr 2018
Table-to-text Generation by Structure-aware Seq2seq Learning Tianyu Liu Kexiang Wang Lei Sha Baobao Chang Zhifang Sui LMTD 87 268 0 27 Nov 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 316 4,031 0 14 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 140 828 0 29 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 843 11,961 0 09 Mar 2017
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 94 850 0 01 Nov 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 266 2,724 0 20 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 589 27,345 0 01 Sep 2014