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1908.04943
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Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT
The Florida AI Research Society (FLAIRS), 2019
14 August 2019
Han He
Jinho Choi
3DV
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Papers citing
"Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT"
29 / 29 papers shown
Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Tharindu Madusanka
Ian Pratt-Hartmann
Riza Batista-Navarro
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128
4
0
23 Aug 2025
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL
Ning Cheng
Zhaohui Yan
Ziming Wang
Zhijie Li
Jiaming Yu
Zilong Zheng
Kewei Tu
Jinan Xu
Wenjuan Han
231
20
0
10 May 2024
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing
Marie Candito
181
2
0
12 Feb 2024
Predicting Music Hierarchies with a Graph-Based Neural Decoder
International Society for Music Information Retrieval Conference (ISMIR), 2023
Francesco Foscarin
Daniel Harasim
Gerhard Widmer
BDL
172
3
0
29 Jun 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Hongru Liang
Jia-Wei Liu
Weihong Du
dingnan jin
Wenqiang Lei
Zujie Wen
Jiancheng Lv
292
1
0
07 Jun 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing
Transactions of the Association for Computational Linguistics (TACL), 2023
Han He
Jinho Choi
251
6
0
05 Feb 2023
Semantic Tagging with LSTM-CRF
Farshad Noravesh
237
1
0
28 Jan 2023
Transition-based Semantic Role Labeling with Pointer Networks
Knowledge-Based Systems (KBS), 2022
Daniel Fernández-González
285
7
0
20 May 2022
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference
Aaron Courville
Kewei Tu
360
1
0
07 Apr 2022
Rethinking Explainability as a Dialogue: A Practitioner's Perspective
Himabindu Lakkaraju
Dylan Slack
Yuxin Chen
Chenhao Tan
Sameer Singh
LRM
290
74
0
03 Feb 2022
Schema-Free Dependency Parsing via Sequence Generation
Boda Lin
Zijun Yao
Jiaxin Shi
S. Cao
Binghao Tang
Si Li
Yong Luo
Juanzi Li
Lei Hou
192
0
0
28 Jan 2022
A Higher-Order Semantic Dependency Parser
Bin Li
Yunlong Fan
Yikemaiti Sataer
Zhiqiang Gao
GNN
230
1
0
27 Jan 2022
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jiaying Lu
Xiangjue Dong
Carl Yang
324
5
0
08 Oct 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders
Han He
Jinho Choi
321
135
0
14 Sep 2021
Structured Prediction in NLP -- A survey
Chauhan Dev
Naman Biyani
Nirmal P. Suthar
Prashant Kumar
Priyanshu Agarwal
AI4TS
AI4CE
351
0
0
31 Aug 2021
Learning compositional structures for semantic graph parsing
Jonas Groschwitz
Meaghan Fowlie
Alexander Koller
GNN
195
4
0
08 Jun 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Shunyu Yao
Binghui Peng
Christos H. Papadimitriou
Karthik Narasimhan
441
105
0
24 May 2021
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning
International Conference on Multimedia Retrieval (ICMR), 2021
Kun Yan
Zied Bouraoui
Ping Wang
Shoaib Jameel
Steven Schockaert
196
33
0
21 May 2021
Evaluation of Unsupervised Entity and Event Salience Estimation
The Florida AI Research Society (FLAIRS), 2021
Jiaying Lu
Jinho Choi
196
5
0
14 Apr 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Mengjie Zhao
Yi Zhu
Ehsan Shareghi
Ivan Vulić
Roi Reichart
Anna Korhonen
Hinrich Schütze
311
68
0
31 Dec 2020
Can Transformers Reason About Effects of Actions?
Pratyay Banerjee
Chitta Baral
Man Luo
Arindam Mitra
Kuntal Kumar Pal
Tran Cao Son
Neeraj Varshney
LRM
AI4CE
227
10
0
17 Dec 2020
Automated Concatenation of Embeddings for Structured Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
385
196
0
10 Oct 2020
PRover: Proof Generation for Interpretable Reasoning over Rules
Swarnadeep Saha
Sayan Ghosh
Shashank Srivastava
Joey Tianyi Zhou
ReLM
LRM
353
82
0
06 Oct 2020
Fast semantic parsing with well-typedness guarantees
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Matthias Lindemann
Jonas Groschwitz
Alexander Koller
SSeg
283
24
0
15 Sep 2020
Transition-based Semantic Dependency Parsing with Pointer Networks
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Daniel Fernández-González
Carlos Gómez-Rodríguez
GNN
258
38
0
27 May 2020
Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean
International Workshop/Conference on Parsing Technologies (IWPT), 2020
Tae Hwan Oh
J. Han
Hyonsu Choe
Seokwon Park
Han He
Jinho Choi
Na-Rae Han
Jena D. Hwang
Hansaem Kim
139
5
0
26 May 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Mengjie Zhao
Tao Lin
Fei Mi
Martin Jaggi
Hinrich Schütze
303
133
0
26 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing
Findings (Findings), 2020
Mengjie Zhao
Philipp Dufter
Yadollah Yaghoobzadeh
Hinrich Schütze
363
28
0
25 Apr 2020
Transformers as Soft Reasoners over Language
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Peter Clark
Oyvind Tafjord
Kyle Richardson
ReLM
OffRL
LRM
493
445
0
14 Feb 2020
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