Amr Parsing

14 papers with code · Natural Language Processing

Each AMR is a single rooted, directed graph. AMRs include PropBank semantic roles, within-sentence coreference, named entities and types, modality, negation, questions, quantities, and so on. See.

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Neural AMR: Sequence-to-Sequence Models for Parsing and Generation

ACL 2017 freesunshine0316/neural-graph-to-seq-mp

Sequence-to-sequence models have shown strong performance across a broad range of applications.

AMR PARSING GRAPH-TO-SEQUENCE

AMR Parsing as Sequence-to-Graph Transduction

ACL 2019 sheng-z/stog

Our experimental results outperform all previously reported SMATCH scores, on both AMR 2. 0 (76. 3% F1 on LDC2017T10) and AMR 1. 0 (70. 2% F1 on LDC2014T12).

AMR PARSING SEMANTIC PARSING

AMR Parsing as Graph Prediction with Latent Alignment

ACL 2018 ChunchuanLv/AMR_AS_GRAPH_PREDICTION

AMR parsing is challenging partly due to the lack of annotated alignments between nodes in the graphs and words in the corresponding sentences.

AMR PARSING

An AMR Aligner Tuned by Transition-based Parser

EMNLP 2018 Oneplus/tamr

In this paper, we propose a new rich resource enhanced AMR aligner which produces multiple alignments and a new transition system for AMR parsing along with its oracle parser.

AMR PARSING

Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations

28 May 2017RikVN/AMR

We evaluate the character-level translation method for neural semantic parsing on a large corpus of sentences annotated with Abstract Meaning Representations (AMRs).

AMR PARSING SEMANTIC PARSING

RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy

SEMEVAL 2016 didzis/tensorflowAMR

The first extension com-bines the smatch scoring script with the C6. 0 rule-based classifier to produce a human-readable report on the error patterns frequency observed in the scored AMR graphs.

AMR PARSING

SemBleu: A Robust Metric for AMR Parsing Evaluation

ACL 2019 freesunshine0316/sembleu

Evaluating AMR parsing accuracy involves comparing pairs of AMR graphs.

AMR PARSING