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Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT

14 August 2019

Papers citing "Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT"

28 / 28 papers shown

Title
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 56 6 0 10 May 2024
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing Marie Candito 45 1 0 12 Feb 2024
Predicting Music Hierarchies with a Graph-Based Neural Decoder Francesco Foscarin Daniel Harasim Gerhard Widmer BDL 47 2 0 29 Jun 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals Hongru Liang Jia-Wei Liu Weihong Du dingnan jin Wenqiang Lei Zujie Wen Jiancheng Lv 52 1 0 07 Jun 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho Choi 76 4 0 05 Feb 2023
Semantic Tagging with LSTM-CRF Farshad Noravesh 79 1 0 28 Jan 2023
Transition-based Semantic Role Labeling with Pointer Networks Daniel Fernández-González 48 6 0 20 May 2022
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Aaron Courville Kewei Tu 66 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 110 64 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 60 0 0 28 Jan 2022
A Higher-Order Semantic Dependency Parser Bin Li Yunlong Fan Yikemaiti Sataer Zhiqiang Gao GNN 51 1 0 27 Jan 2022
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation Jiaying Lu Xiangjue Dong Carl Yang 71 3 0 08 Oct 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders Han He Jinho Choi 113 96 0 14 Sep 2021
Structured Prediction in NLP -- A survey Chauhan Dev Naman Biyani Nirmal P. Suthar Prashant Kumar Priyanshu Agarwal AI4TS AI4CE 105 0 0 31 Aug 2021
Learning compositional structures for semantic graph parsing Jonas Groschwitz Meaghan Fowlie Alexander Koller GNN 82 4 0 08 Jun 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages Shunyu Yao Binghui Peng Christos H. Papadimitriou Karthik Narasimhan 85 83 0 24 May 2021
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning Kun Yan Zied Bouraoui Ping Wang Shoaib Jameel Steven Schockaert 59 24 0 21 May 2021
Evaluation of Unsupervised Entity and Event Salience Estimation Jiaying Lu Jinho Choi 25 5 0 14 Apr 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 109 64 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 79 10 0 17 Dec 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 109 177 0 10 Oct 2020
PRover: Proof Generation for Interpretable Reasoning over Rules Swarnadeep Saha Sayan Ghosh Shashank Srivastava Joey Tianyi Zhou ReLM LRM 87 78 0 06 Oct 2020
Fast semantic parsing with well-typedness guarantees Matthias Lindemann Jonas Groschwitz Alexander Koller SSeg 66 24 0 15 Sep 2020
Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fernández-González Carlos Gómez-Rodríguez GNN 82 36 0 27 May 2020
Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean Tae Hwan Oh J. Han Hyonsu Choe Seokwon Park Han He Jinho Choi Na-Rae Han Jena D. Hwang Hansaem Kim 35 5 0 26 May 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models Mengjie Zhao Tao R. Lin Fei Mi Martin Jaggi Hinrich Schütze 77 121 0 26 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
Transformers as Soft Reasoners over Language Peter Clark Oyvind Tafjord Kyle Richardson ReLM OffRL LRM 121 362 0 14 Feb 2020