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"

15 / 15 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 41 5 0 10 May 2024
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing Marie Candito 25 1 0 12 Feb 2024
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 16 1 0 07 Jun 2023
Transition-based Semantic Role Labeling with Pointer Networks Daniel Fernández-González 21 5 0 20 May 2022
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Aaron Courville Kewei Tu 26 1 0 07 Apr 2022
A Higher-Order Semantic Dependency Parser Bin Li Yunlong Fan Yikemaiti Sataer Zhiqiang Gao GNN 27 1 0 27 Jan 2022
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation Jiaying Lu Xiangjue Dong Carl Yang 32 3 0 08 Oct 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders Han He Jinho Choi 53 87 0 14 Sep 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 32 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 29 10 0 17 Dec 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 35 172 0 10 Oct 2020
PRover: Proof Generation for Interpretable Reasoning over Rules Swarnadeep Saha Sayan Ghosh Shashank Srivastava Joey Tianyi Zhou ReLM LRM 34 77 0 06 Oct 2020
Transition-based Semantic Dependency Parsing with Pointer Networks Daniel Fernández-González Carlos Gómez-Rodríguez GNN 31 34 0 27 May 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015