Graph Pre-training for AMR Parsing and Generation

15 March 2022

Xuefeng Bai

Yulong Chen

Yue Zhang

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Papers citing "Graph Pre-training for AMR Parsing and Generation"

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Title
Survey of Abstract Meaning Representation: Then, Now, Future Behrooz Mansouri 3DV 149 0 0 06 May 2025
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval Zixu Li Zhiheng Fu Yupeng Hu Zhiwei Chen Haokun Wen Liqiang Nie 36 0 0 27 Mar 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 53 1 0 19 Mar 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning Mufan Xu Gewen Liang Kehai Chen Wei Wang Xun Zhou M. Yang T. Zhao Min Zhang RALM 86 0 0 07 Mar 2025
Entailment-Preserving First-order Logic Representations in Natural Language Entailment Jinu Lee Qi Liu Runzhi Ma Vincent Han Ziqi Wang Heng Ji J. Hockenmaier 54 0 0 24 Feb 2025
SR-LLM: Rethinking the Structured Representation in Large Language Model Jiahuan Zhang Tianheng Wang Hanqing Wu Ziyi Huang Yulong Wu Dongbai Chen Linfeng Song Yue Zhang Guozheng Rao Kaicheng Yu 47 1 0 21 Feb 2025
Generating Text from Uniform Meaning Representation Emma Markle Reihaneh Iranmanesh Shira Wein 36 0 0 17 Feb 2025
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Mufan Xu K. Chen Xuefeng Bai Muyun Yang T. Zhao Min Zhang 80 1 0 17 Dec 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 69 7 0 31 Jul 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM Peiran Yao Kostyantyn Guzhva Denilson Barbosa 52 3 0 04 Jul 2024
Handling Ontology Gaps in Semantic Parsing Andrea Bacciu Marco Damonte Marco Basaldella Emilio Monti 33 1 0 27 Jun 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Sreyan Ghosh Utkarsh Tyagi Sonal Kumar C. K. Evuru S Ramaneswaran S. Sakshi Dinesh Manocha 43 5 0 06 Jun 2024
MACT: Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing Jiangming Liu 37 1 0 03 Jun 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 50 25 0 28 May 2024
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser Jon Z. Cai Kristin Wright-Bettner Martha Palmer G. Savova James H. Martin 50 0 0 15 May 2024
Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations Xiao Zhang Gosse Bouma Johan Bos NAI 33 0 0 19 Apr 2024
Prompting for Numerical Sequences: A Case Study on Market Comment Generation Masayuki Kawarada Tatsuya Ishigaki Hiroya Takamura 29 3 0 03 Apr 2024
Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity Zoher Kachwala Jisun An Haewoon Kwak Filippo Menczer 19 3 0 02 Apr 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 32 0 0 23 Mar 2024
X-AMR Annotation Tool Shafiuddin Rehan Ahmed Jon Z. Cai Martha Palmer James H. Martin 33 0 0 29 Feb 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 32 1 0 13 Feb 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training Shujie Li Liang Li Ruiying Geng Min Yang Binhua Li ... Wanwei He Shao Yuan Can Ma Fei Huang Yongbin Li LMTD 30 13 0 02 Jan 2024
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite Jonas Groschwitz Shay B. Cohen L. Donatelli Meaghan Fowlie 8 8 0 06 Dec 2023
Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining Jingcong Liang Rong Ye Meng Han Qi Zhang Ruofei Lai Xinyu Zhang Zhao Cao Xuanjing Huang Zhongyu Wei 32 2 0 01 Dec 2023
"You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation Allyson Ettinger Jena D. Hwang Valentina Pyatkin Chandra Bhagavatula Yejin Choi 24 11 0 26 Oct 2023
AMR Parsing with Causal Hierarchical Attention and Pointers Chao Lou Kewei Tu 3DV 38 2 0 18 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 25 0 0 15 Oct 2023
Guiding AMR Parsing with Reverse Graph Linearization Bofei Gao Liang Chen Peiyi Wang Zhifang Sui Baobao Chang 38 3 0 13 Oct 2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction He Cao Dongyan Zhao 14 0 0 05 Jul 2023
Incorporating Graph Information in Transformer-based AMR Parsing Pavlo Vasylenko Pere-Lluís Huguet Cabot Abelardo Carlos Martínez Lorenzo Roberto Navigli 39 15 0 23 Jun 2023
AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing Abelardo Carlos Martínez Lorenzo Pere-Lluís Huguet Cabot Roberto Navigli 21 7 0 19 Jun 2023
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation Chunliu Wang Huiyuan Lai Malvina Nissim Johan Bos 17 13 0 31 May 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 22 0 0 31 May 2023
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction Yuqing Yang Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang 104 26 0 30 May 2023
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing Zhuang Li Yuyang Chai Terry Yue Zhuo Lizhen Qu Gholamreza Haffari Fei Li Donghong Ji Quan Hung Tran 29 23 0 27 May 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 23 3 0 26 May 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model I-Hung Hsu Zhiyu Xie Kuan-Hao Huang Premkumar Natarajan Nanyun Peng 32 41 0 26 May 2023
Causal Document-Grounded Dialogue Pre-training Ying Zhao Yu Bowen Haiyang Yu Bowen Li Jinyang Li Chao Wang Fei Huang Yongbin Li N. Zhang 17 6 0 18 May 2023
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models Young-Suk Lee Ramón Fernández Astudillo Radu Florian Tahira Naseem Salim Roukos 20 4 0 24 Apr 2023
NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools Peiran Yao Matej Kosmajac Abeer Waheed Kostyantyn Guzhva Natalie Hervieux Denilson Barbosa 14 2 0 02 Mar 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho D. Choi 34 4 0 05 Feb 2023
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation Anubhav Jangra Preksha Nema A. Raghuveer 35 7 0 03 Dec 2022
An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks Changlong Yu Tianyi Xiao Lingpeng Kong Yangqiu Song Wilfred Ng 30 3 0 24 Oct 2022
Cross-domain Generalization for AMR Parsing Xuefeng Bai Sen Yang Leyang Cui Linfeng Song Yue Zhang 46 2 0 22 Oct 2022
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 23 6 0 18 Oct 2022
A Two-Stage Method for Chinese AMR Parsing Liang Chen Bofei Gao Baobao Chang 14 1 0 29 Sep 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 32 7 0 19 Sep 2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy Sam Thomson Tongfei Chen Richard Shin Adam Pauls Jason Eisner Benjamin Van Durme ALM 30 12 0 21 Jun 2022
Cross-lingual AMR Aligner: Paying Attention to Cross-Attention Abelardo Carlos Martínez Lorenzo Pere-Lluís Huguet Cabot Roberto Navigli 24 4 0 15 Jun 2022
Inducing and Using Alignments for Transition-based AMR Parsing Andrew Drozdov Jiawei Zhou Radu Florian Andrew McCallum Tahira Naseem Yoon Kim Ramón Fernández Astudillo 28 27 0 03 May 2022