Fetching the paper…
Reading the bibliography…
Constituency parsing and nested named entity recognition (NER) are similar tasks since they both aim to predict a collection of nested and non-crossing spans.
Building a large annotated corpus of English: The Penn Treebank
Mitchell P. Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz. 1993 · 1993
Earlier work this paper cites.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
GENIA corpus - a semantically annotated corpus for bio-textmining
Jin-Dong Kim, Tomoko Ohta, Yuka Tateisi, and Jun’ichi Tsujii. 2003 · 2003
Earlier work this paper cites.
The automatic content extraction (ACE) program – tasks, data, and evaluation
George Doddington, Alexis Mitchell, Mark Przybocki, Lance Ramshaw, Stephanie Strassel, and Ralph Weischedel. 2004 · 2004
Earlier work this paper cites.
Ace 2005 multilingual training corpus
Christopher Walker, Stephanie Strassel, Julie Medero, and Kazuaki Maeda. 2006 · 2005
Earlier work this paper cites.
The penn chinese treebank: Phrase structure annotation of a large corpus
Naiwen Xue, Fei Xia, Fu-Dong Chiou, and Martha Palmer. 2005 · 2005
Earlier work this paper cites.
Nested named entity recognition in historical archive text
Kate Byrne. 2007 · 2007
Earlier work this paper cites.
Improved inference for unlexicalized parsing
Slav Petrov and Dan Klein. 2007 · 2007
Earlier work this paper cites.
Efficient, feature-based, conditional random field parsing
Jenny Rose Finkel, Alex Kleeman, and Christopher D. Manning. 2008 · 2008
Earlier work this paper cites.
Multitask pointer network for multi-representational parsing
Daniel Fernández-González and Carlos Gómez-Rodríguez. 2020 · 2009
Earlier work this paper cites.
Nested named entity recognition
Jenny Rose Finkel and Christopher D. Manning. 2009 · 2009
Earlier work this paper cites.
Fast and accurate shift-reduce constituent parsing
Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang, and Jingbo Zhu. 2013 · 2013
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
Joint mention extraction and classification with mention hypergraphs
Wei Lu and Dan Roth. 2015 · 2015
Earlier work this paper cites.
Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly. 2015a · 2015
Earlier work this paper cites.
Grammar as a foreign language
Oriol Vinyals, Lukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, and Geoffrey E. Hinton. 2015b · 2015
Earlier work this paper cites.
Span-based constituency parsing with a structure-label system and provably optimal dynamic oracles
James Cross and Liang Huang. 2016 · 2016
Earlier work this paper cites.
Recurrent neural network grammars
Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, and Noah A. Smith. 2016 · 2016
Earlier work this paper cites.
Deep biaffine attention for neural dependency parsing
Timothy Dozat and Christopher D. Manning. 2017 · 2017
Earlier work this paper cites.
In-order transition-based constituent parsing
Jiangming Liu and Yue Zhang. 2017 · 2017
Earlier work this paper cites.
Deterministic attention for sequence-to-sequence constituent parsing
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, and Eiichiro Sumita. 2017 · 2017
Earlier work this paper cites.
A minimal span-based neural constituency parser
Mitchell Stern, Jacob Andreas, and Dan Klein. 2017 · 2017
Earlier work this paper cites.
Constituent parsing as sequence labeling
Carlos Gómez-Rodríguez and David Vilares. 2018 · 2018
Earlier work this paper cites.
Nested named entity recognition revisited
Arzoo Katiyar and Claire Cardie. 2018 · 2018
Cited alongside, same era.
Constituency parsing with a self-attentive encoder
Nikita Kitaev and Dan Klein. 2018 · 2018
Cited alongside, same era.
Stack-pointer networks for dependency parsing
Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, and Eduard Hovy. 2018 · 2018
Cited alongside, same era.
Straight to the tree: Constituency parsing with neural syntactic distance
Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, and Yoshua Bengio. 2018 · 2018
Cited alongside, same era.
Two local models for neural constituent parsing
Zhiyang Teng and Yue Zhang. 2018 · 2018
Cited alongside, same era.
Neural segmental hypergraphs for overlapping mention recognition
Bailin Wang and Wei Lu. 2018 · 2018
Cited alongside, same era.
Nested named entity recognition via second-best sequence learning and decoding
Takashi Shibuya and Eduard Hovy. 2020 · 2020
Later among the works it cites.
Improving constituency parsing with span attention
Yuanhe Tian, Yan Song, Fei Xia, and Tong Zhang. 2020 · 2020
Later among the works it cites.
Pyramid: A layered model for nested named entity recognition
Jue Wang, Lidan Shou, Ke Chen, and Gang Chen. 2020 · 2020
Later among the works it cites.
A span-based linearization for constituent trees
Yang Wei, Yuanbin Wu, and Man Lan. 2020 · 2020
Later among the works it cites.
Strongly incremental constituency parsing with graph neural networks
Kaiyu Yang and Jia Deng. 2020 · 2020
Later among the works it cites.
Named entity recognition as dependency parsing
Juntao Yu, Bernd Bohnet, and Massimo Poesio. 2020 · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
A neural transition-based model for nested mention recognition
Bailin Wang, Wei Lu, Yu Wang, and Hongxia Jin. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Faster shift-reduce constituent parsing with a non-binary, bottom-up strategy
Daniel Fernández-González and Carlos Gómez-Rodríguez. 2019 · 2019
Cited alongside, same era.
Left-to-right dependency parsing with pointer networks
Daniel Fernández-González and Carlos Gómez-Rodríguez. 2019 · 2019
Cited alongside, same era.
Merge and label: A novel neural network architecture for nested NER
Joseph Fisher and Andreas Vlachos. 2019 · 2019
Cited alongside, same era.
Multilingual constituency parsing with self-attention and pre-training
Nikita Kitaev, Steven Cao, and Dan Klein. 2019 · 2019
Cited alongside, same era.
Fast and accurate neural CRF constituency parsing
Yu Zhang, Houquan Zhou, and Zhenghua Li. 2020 · 2020
Later among the works it cites.
Investigating non-local features for neural constituency parsing
Leyang Cui, Sen Yang, and Yue Zhang. 2021 · 2021
Closest in time.
Better combine them together! integrating syntactic constituency and dependency representations for semantic role labeling
Hao Fei, Shengqiong Wu, Yafeng Ren, Fei Li, and Donghong Ji. 2021 · 2021
Closest in time.
Nested named entity recognition with partially-observed treecrfs
Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, and Fei Huang. 2021 · 2021
Closest in time.
A span-based model for joint overlapped and discontinuous named entity recognition
Fei Li, ZhiChao Lin, Meishan Zhang, and Donghong Ji. 2021 · 2021
Closest in time.
RST parsing from scratch
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, and Xiaoli Li. 2021b · 2021
Closest in time.
Locate and label: A two-stage identifier for nested named entity recognition
Yongliang Shen, Xinyin Ma, Zeqi Tan, Shuai Zhang, Wen Wang, and Weiming Lu. 2021 · 2021
Closest in time.
A sequence-to-set network for nested named entity recognition
Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, and Yueting Zhuang. 2021 · 2021
Closest in time.
Nested named entity recognition via explicitly excluding the influence of the best path
Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto, and Taro Watanabe. 2021 · 2021
Closest in time.
In-order chart-based constituent parsing
Yang Wei, Yuanbin Wu, and Man Lan. 2021 · 2021
Closest in time.
A unified span-based approach for opinion mining with syntactic constituents
Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, and Min Zhang. 2021 · 2021
Closest in time.
N-ary constituent tree parsing with recursive semi-Markov model
Xin Xin, Jinlong Li, and Zeqi Tan. 2021 · 2021
Closest in time.
A supervised multi-head self-attention network for nested named entity recognition
Yongxiu Xu, Heyan Huang, Chong Feng, and Yue Hu. 2021 · 2021
Closest in time.
A unified generative framework for various NER subtasks
Hang Yan, Tao Gui, Junqi Dai, Qipeng Guo, Zheng Zhang, and Xipeng Qiu. 2021 · 2021
Closest in time.
AMR parsing with action-pointer transformer
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, and Radu Florian. 2021 · 2021
Closest in time.
Nested named entity recognition as latent lexicalized constituency parsing
Chao Lou, Songlin Yang, and Kewei Tu. 2022 · 2022
Closest in time.