Designing a uniform meaning representation for natural language processing

JEL Van Gysel, M Vigus, J Chun, K Lai, S Moeller… - KI-Künstliche …, 2021 - Springer
In this paper we present Uniform Meaning Representation (UMR), a meaning representation
designed to annotate the semantic content of a text. UMR is primarily based on Abstract …

Mapping AMR to UMR: Resources for adapting existing corpora for cross-lingual compatibility

J Bonn, S Myers, JEL Van Gysel, L Denk… - TLT 2023-21st …, 2023 - publications.cuni.cz
This paper presents detailed mappings between the structures used in Abstract Meaning
Representation (AMR) and those used in Uniform Meaning Representation (UMR). These …

Abstract meaning representation of Turkish

E Oral, A Acar, G Eryiğit - Natural Language Engineering, 2024 - cambridge.org
Abstract meaning representation (AMR) is a graph-based sentence-level meaning
representation that has become highly popular in recent years. AMR is a knowledge-based …

PAMR: Persian Abstract Meaning Representation Corpus

N Tohidi, C Dadkhah, RN Ganji, EG Sadr… - ACM Transactions on …, 2024 - dl.acm.org
One of the most used and well-known semantic representation models is Abstract Meaning
Representation (AMR). This representation has had numerous applications in natural …

Align-smatch: A novel evaluation method for chinese abstract meaning representation parsing based on alignment of concept and relation

L Xiao, B Li, Z Xu, K Huo, M Feng… - Proceedings of the …, 2022 - aclanthology.org
Meaning Representation is a sentence-level meaning representation, which abstracts the
meaning of sentences into a rooted acyclic directed graph. With the continuous expansion of …

Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset

ACM Lorenzo, PLH Cabot, K Ghonim… - Findings of the …, 2024 - aclanthology.org
Data scarcity is a prevalent challenge in the era of Large Language Models (LLMs). The
insatiable hunger of LLMs for large corpora becomes even more pronounced when dealing …

Building Korean Abstract Meaning Representation corpus

H Choe, J Han, H Park, TH Oh… - Proceedings of the Second …, 2020 - aclanthology.org
To explore the potential sembanking in Korean and ways to represent the meaning of
Korean sentences, this paper reports on the process of applying Abstract Meaning …

A two-stage method for chinese amr parsing

L Chen, B Gao, B Chang - arXiv preprint arXiv:2209.14512, 2022 - arxiv.org
In this paper, we provide a detailed description of our system at CAMRP-2022 evaluation.
We firstly propose a two-stage method to conduct Chinese AMR Parsing with alignment …

基于序列到序列的中文AMR 解析(Chinese AMR Parsing based on Sequence-to-Sequence Modeling)

Z Huang, J Li, Z Gong - Proceedings of the 20th Chinese National …, 2021 - aclanthology.org
抽象语义表示(Abstract Meaning Representation, 简称AMR) 是将给定的文本的语义特征抽象
成一个单根的有向无环图. AMR 语义解析则是根据输入的文本获取对应的AMR 图 …

CCL23-Eval 任务2 系统报告: 基于图融合的自回归和非自回归中文AMR 语义分析(System Report for CCL23-Eval Task 2: Autoregressive and Non-autoregressive …

Y Gu, S Zhou, Z Li - Proceedings of the 22nd Chinese National …, 2023 - aclanthology.org
Abstract “本文介绍了我们在第二十二届中国计算语言学大会中文抽象语义表示解析评测中提交
的参赛系统. 抽象语义表示(Abstract Meaning Representation, AMR) 以有向无环图的形式表示 …