AMR Bibliography

Abstract Meaning Representation (AMR) is a graph framework for representing sentence meaning which has been the subject of considerable research in natural language processing.
This bibliography is maintained by Austin Blodgett, Shira Wein, and Nathan Schneider, based in part on this one and this one.

Explore the research on AMR

The 302 entries in the table below are sortable by column.
You can highlight rows by topic (click on a topic TAG in the last column).
The main topics are:

Annotation: Research on and methods for AMR annotators
Parsing: Produce an AMR from natural language text
(See state of the art on NLP-progress)
Generation: Produce natural language text from an AMR
Applications: Summarization, Information Extraction, Biomedical, etc.
Alignment: Find the AMR subgraph corresponding to a word or phrase
AMR Extensions: Research which adds features to the AMR annotation scheme
Multilingual: Extensions of AMR from its original language (English) to more languages
Chart of AMR papers by year and topic
(j / join-01 
            :ARG0 (p / person :wiki - 
                        :name (p2 / name :op1 "Pierre" :op2 "Vinken") 
                        :age (t / temporal-quantity :quant 61 
                                    :unit (y / year))) 
            :ARG1 (b / board 
                        :ARG1-of (h / have-org-role-91 
                                    :ARG0 p 
                                    :ARG2 (d2 / director 
                                                :mod (e / executive :polarity -)))) 
            :time (d / date-entity :month 11 :day 29))

The AMR for the sentence Pierre Vinken, 61 years old, will join the board as a nonexecutive director Nov. 29.

To suggest or update a paper, submit a pull request for this TSV file. Use the issue tracker for bug reports and feature requests.

# Title Authors Venue Year Link(s) Arxiv Tags
1 Semantics-Based Machine Translation with Hyperedge Replacement Grammars JonesBevan Jones, Jacob Andreas, Daniel Bauer, Karl-Moritz Hermann, Kevin Knight COLING 2012 pdf
2 Parsing Graphs with Hyperedge Replacement Grammars ChiangD. Chiang, J. Andreas, D. Bauer, K. M. Hermann, B. Jones, K. Knight ACL 2013 pdf
3 Abstract Meaning Representation for Sembanking BanarescuLaura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, Nathan Schneider Linguistic Annotation Workshop 2013 pdf
4 Smatch: an Evaluation Metric for Semantic Feature Structures CaiShu Cai, Kevin Knight ACL 2013 pdf
5 Mapping between English Strings and Reentrant Semantic Graphs BrauneF. Braune, D. Bauer, K. Knight LREC 2014 pdf
6 A Discriminative Graph-Based Parser for the Abstract Meaning Representation FlaniganJ. Flanigan, S. Thomson, J. Carbonell, C. Dyer, N. Smith ACL 2014 pdf, JAMR
7 Not an Interlingua, but Close: Comparison of English AMRs to Chinese and Czech XueN. Xue, O. Bojar, J. Hajic, M. Palmer, Z. Uresova, X. Zhang LREC 2014 pdf
8 Aligning English Strings with Abstract Meaning Representation Graphs PourdamghaniNima Pourdamghani, Yang Gao, Ulf Hermjakob, Kevin Knight EMNLP 2014 pdf, dev data, test data
9 Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers WangC. Wang, N. Xue, S. Pradhan ACL 2015 pdf, CAMR
10 A Transition-based Algorithm for AMR Parsing WangChuan Wang, Nianwen Xue, Sameer Pradhan NAACL 2015 pdf
11 Toward Abstractive Summarization Using Semantic Representations LiuFei Liu, Jeffrey Flanigan, Sam Thomson, Norman Sadeh, Noah A. Smith NAACL 2015 pdf
12 Graph parsing with s-graph grammars GroschwitzJ. Groschwitz, A. Koller, C. Teichmann ACL 2015 pdf
13 Robust Subgraph Generation Improves Abstract Meaning Representation Parsing WerlingK. Werling, G. Angeli, C. Manning ACL 2015 pdf
14 Abstract Meaning Representation (AMR) 1.2.2 Specification BanarescuL. Banarescu, C. Bonial, S. Cai, M. Georgescu, K. Griffitt, U. Hermjakob, K. Knight, P. Koehn, M. Palmer, N. Schneider 2015 Guidelines
15 An AMR parser for English, French, German, Spanish and Japanese and a new AMR-annotated corpus VanderwendeLucy Vanderwende, Arul Menezes, Chris Quirk NAACL (Demo session) 2015 pdf
16 Using Syntax-Based Machine Translation to Parse English into Abstract Meaning Representation PustM. Pust, U. Hermjakob, K. Knight, D. Marcu, J. May EMNLP 2015 pdf
17 Abstract Meaning Representation: a survey TosikMelanie Tosik 2015 pdf
18 AMRICA: an AMR Inspector for Cross-language Alignments SaphraNaomi Saphra, Adam Lopez NAACL (Demo session) 2015 pdf
19 Tutorial: The Logic of AMR: Practical, Unified, Graph-Based Sentence Semantics for NLP SchneiderNathan Schneider, Jeffrey Flanigan, Tim O’Gorman NAACL-HLT 2015 Tutorial
20 Learning to Map Dependency Parses to Abstract Meaning Representations ChenWei-Te Chen ACL-IJCNLP Student Research Workshop 2015 pdf
21 A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing PengX. Peng, L. Song, D. Gildea CoNLL 2015 pdf
22 Unsupervised Entity Linking with Abstract Meaning Representation PanXiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji, Kevin Knight NAACL 2015 pdf
23 Broad-coverage CCG Semantic Parsing with AMR ArtziY. Artzi, K. Lee, L. Zettlemoyer EMNLP 2015 pdf
24 Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation SawaiY. Sawai, H. Shindo, Y. Matsumoto ACL 2015 pdf
25 Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning MitraA. Mitra, C. Baral AAAI 2016 pdf
26 DynamicPower at SemEval-2016 Task 8: Processing syntactic parse trees with a Dynamic Semantics core ButlerAlastair Butler SemEval 2016 pdf
27 Annotating the Little Prince with Chinese AMRs LiB. Li, Y. Wen, L. Bu, W. Qu, N. Xue 10th Linguistic Annotation Workshop (LAW X) 2016 pdf
28 CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser WangChuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue SemEval 2016 pdf
29 Neural Shift-Reduce CCG Semantic Parsing MisraDipendra Kumar Misra, Yoav Artzi EMNLP 2016 pdf, Supplement
30 Abstract Meaning Representation as Linked Data BurnsG. Burns, U. Hermjakob, J. L. Ambite International Semantic Web Conference Resources Track 2016 springer
31 RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy BarzdinsGuntis Barzdins, Didzis Gosko SemEval 2016 pdf, Eval code
32 Between a Rock and a Hard Place -- Uniform Parsing for Hyperedge Replacement DAG Grammars BjörklundH. Björklund, F. Drewes, P. Ericson LATA 2016 pdf
33 Generation from Abstract Meaning Representation using Tree Transducers FlaniganJ. Flanigan, C. Dyer, N. A. Smith, J. Carbonell NAACL 2016 pdf
34 Noise Reduction and Targeted Exploration in Imitation Learning for Abstract Meaning Representation Parsing GoodmanJ. Goodman, A. Vlachos, J. Naradowsky ACL 2016 pdf
35 AMR Parsing with an Incremental Joint Model ZhouJ. Zhou, F. Xu, H. Uszkoreit, W. Qu, R. Li, Y. Gu EMNLP 2016 pdf
36 UCL+Sheffield at SemEval-2016 Task 8: Imitation learning for AMR parsing with an alpha-bound GoodmanJames Goodman, Andreas Vlachos, Jason Naradowsky SemEval 2016 pdf
37 CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss FlaniganJeffrey Flanigan, Chris Dyer, Noah A. Smith, Jaime Carbonell SemEval 2016 pdf
38 Squib: Expressive Power of Abstract Meaning Representations BosJohan Bos Computational Linguistics 42(3) 2016 pdf
39 The Meaning Factory at SemEval-2016 Task 8: Producing AMRs with Boxer BjervaJohannes Bjerva, Johan Bos, Hessel Haagsma SemEval 2016 pdf
40 SemEval-2016 Task 8: Meaning Representation Parsing MayJonathan May SemEval 2016 pdf
41 AMR-to-text generation as a Traveling Salesman Problem SongL. Song, Y. Zhang, X. Peng, Z. Wang, D. Gildea EMNLP 2016 pdf arXiv
42 ICL-HD at SemEval-2016 Task 8: Meaning Representation Parsing - Augmenting AMR Parsing with a Preposition Semantic Role Labeling Neural Network BrandtLauritz Brandt, David Grimm, Mengfei Zhou, Yannick Versley SemEval 2016 pdf
43 Machine Comprehension Using Rich Semantic Representations SachanM. Sachan, E. Xing ACL 2016 pdf
44 Generating English from Abstract Meaning Representations PourdamghaniNima Pourdamghani, Kevin Knight, Ulf Hermjakob INLG 2016 pdf
45 Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text GargS. Garg, A. Galstyan, U. Hermjakob, D. Marcu AAAI 2016 arXiv
46 Neural Headline Generation on Abstract Meaning Representation TakaseS. Takase, J. Suzuki, N. Okazaki, T. Hirao, M. Nagata EMNLP 2016 pdf
47 CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search RaoSudha Rao, Yogarshi Vyas, Hal Daumé III, Philip Resnik SemEval 2016 pdf
48 CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks FolandWilliam Foland, James H. Martin SemEval 2016 pdf
49 UofR at SemEval-2016 Task 8: Learning Synchronous Hyperedge Replacement Grammar for AMR Parsing PengXiaochang Peng, Daniel Gildea SemEval 2016 pdf
50 M2L at SemEval-2016 Task 8: AMR Parsing with Neural Networks PuzikovYevgeniy Puzikov, Daisuke Kawahara, Sadao Kurohashi SemEval 2016 pdf
51 Grammar-Based Semantic Parsing Into Graph Representations BauerDaniel Bauer Ph.D. thesis, Columbia University 2017 pdf
52 Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs ChuChenhui Chu, Sadao Kurohashi preprint 2017 arXiv
53 Getting the Most out of AMR Parsing WangChuan Wang, Nianwen Xue EMNLP 2017 pdf
54 Reforming AMR StablerEdward Stabler International Conference on Formal Grammar 2017 springer
55 Sheffield at SemEval-2017 Task 9: Transition-based language generation from AMR LampourasGerasimos Lampouras, Andreas Vlachos SemEval 2017 pdf
56 Neural AMR: Sequence-to-Sequence Models for Parsing and Generation KonstasIoannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi, Luke Zettlemoyer ACL 2017 pdf arXiv
57 Oxford at SemEval-2017 Task 9: Neural AMR Parsing with Pointer-Augmented Attention BuysJan Buys, Phil Blunsom SemEval 2017 pdf
58 Robust Incremental Neural Semantic Graph Parsing BuysJan Buys, Phil Blunsom ACL 2017 pdf arXiv
59 A constrained graph algebra for semantic parsing with AMRs GroschwitzJonas Groschwitz, Meaghan Fowlie, Mark Johnson, Alexander Koller IWCS 2017 pdf
60 SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation MayJonathan May, Jay Priyadarshi SemEval 2017 pdf
61 UIT-DANGNT-CLNLP at SemEval-2017 Task 9: Building Scientific Concept Fixing Patterns for Improving CAMR NguyenKhoa Nguyen, Dang Nguyen SemEval 2017 pdf
62 ConvAMR: Abstract meaning representation parsing for legal document VietLai Dac Viet, Vu Trong Sinh, Nguyen Le Minh, Ken Satoh SCIDOCA 2017 arXiv
63 AMR-to-text Generation with Synchronous Node Replacement Grammar SongLinfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea ACL 2017 pdf arXiv
64 An Incremental Parser for Abstract Meaning Representation DamonteM. Damonte, S. B. Cohen, G. Satta EACL 2017 Parser code, Eval code arXiv
65 AMR Parsing using Stack-LSTMs BallesterosMiguel Ballesteros, Yaser Al-Onaizan EMNLP 2017 pdf arXiv
66 A Study Towards Spanish Abstract Meaning Representation Migueles-AbrairaNoelia Migueles-Abraira MSc thesis, University of the Basque Country 2017 pdf
67 Towards AMR-BR: A SemBank for Brazilian Portuguese language AnchiêtaRafael Torres Anchiêta, Thiago Alexandre Salgueiro Pardo LREC 2018 pdf
68 A rule-based AMR parser for Portuguese AnchiêtaRafael Torres Anchiêta, Thiago Alexandre Salgueiro Pardo IBERAMIA 2018 springer
69 RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation GruzitisNormunds Gruzitis, Didzis Gosko, Guntis Barzdins SemEval 2017 pdf
70 Dealing with Co-reference in Neural Semantic Parsing NoordRik van Noord, Johan Bos Workshop on Semantic Deep Learning 2017 pdf
71 Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations NoordRik van Noord, Johan Bos Computational Linguistics in the Netherlands 7 2017 pdf arXiv
72 The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing NoordRik van Noord, Johan Bos SemEval 2017 pdf
73 Text Summarization using Abstract Meaning Representation DohareShibhansh Dohare, Harish Karnick, Vivek Gupta preprint 2017 arXiv
74 FORGe at SemEval-2017 Task 9: Deep sentence generation based on a sequence of graph transducers MilleSimon Mille, Roberto Carlini, Alicia Burga, Leo Wanner SemEval 2017 pdf
75 Biomedical Event Extraction using Abstract Meaning Representation RaoSudha Rao, Daniel Marcu, Kevin Knight, Hal Daumé III BioNLP 2017 pdf
76 Linguistic realisation as machine translation: Comparing different MT models for AMR-to-text generation FerreiraThiago Castro Ferreira, Iacer Calixto, Sander Wubben, Emiel Krahmer INLG 2017 pdf
77 Transition-Based Generation from Abstract Meaning Representations SchickTimo Schick MSc thesis, Technische Universitat Dresden 2017 arXiv
78 Unsupervised AMR-Dependency Parse Alignment ChenWei-Te Chen, Martha Palmer EACL 2017 pdf
79 Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks FolandWilliam Foland, James H. Martin ACL 2017 pdf
80 Addressing the Data Sparsity Issue in Neural AMR Parsing PengXiaochang Peng, Chuan Wang, Daniel Gildea, Nianwen Xue EACL 2017 pdf
81 Dependency and AMR Embeddings for Drug-Drug Interaction Extraction from Biomedical Literature WangYanshan Wang, Sijia Liu, Majid Rastegar-Mojarad, Liwei Wang, Feichen Shen, Fei Liu, Hongfang Liu ACM-BCB 2017 pdf
82 World Knowledge for Abstract Meaning Representation Parsing WelchCharles Welch, Jonathan K. Kummerfeld, Song Feng, Rada Mihalcea LREC 2018 pdf
83 Transition-Based Chinese AMR Parsing WangChuan Wang, Bin Li, Nianwen Xue NAACL-HLT 2018 pdf
84 AMR Parsing as Graph Prediction with Latent Alignment LyuChunchuan Lyu, Ivan Titov ACL 2018 pdf arXiv
85 Abstract Meaning Representation of Constructions: The More We Include, the Better the Representation BonialClaire Bonial, Bianca Badarau, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Tim O'Gorman, Martha Palmer, Nathan Schneider LREC 2018 pdf
86 A Transition-Based Algorithm for Unrestricted AMR Parsing VilaresDavid Vilares, Carlos Gómez-Rodríguez NAACL-HLT 2018 pdf
87 Abstract Meaning Representation for Paraphrase Detection IssaFuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang NAACL-HLT 2018 pdf
88 Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation HardyHardy, Andreas Vlachos EMNLP 2018 pdf
89 A Structured Syntax-Semantics Interface for English-AMR Alignment SzubertIda Szubert, Adam Lopez, Nathan Schneider NAACL-HLT 2018 pdf
90 AMR dependency parsing with a typed semantic algebra GroschwitzJonas Groschwitz, Matthias Lindemann, Meaghan Fowlie, Mark Johnson, Alexander Koller ACL 2018 pdf arXiv
91 Abstract Meaning Representation for Multi-Document Summarization LiaoKexin Liao, Logan Lebanoff, Fei Liu COLING 2018 pdf arXiv
92 An Easier and Efficient Framework to Annotate Semantic Roles: Evidence from the Chinese AMR Corpus SongLi Song, Yuan Wen, Sijia Ge, Bin Li, Junsheng Zhou, Weiguang Qu, Nianwen Xue Workshop on Asian Language Resources 2018 pdf
93 A Graph-to-Sequence Model for AMR-to-Text Generation SongLinfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea ACL 2018 pdf arXiv
94 Annotation of tense and aspect semantics for sentential AMR DonatelliLucia Donatelli, Michael Regan, William Croft, Nathan Schneider LAW-MWE-CxG 2018 pdf
95 Cross-Lingual Abstract Meaning Representation Parsing DamonteMarco Damonte, Shay B. Cohen NAACL-HLT 2018 pdf, data
96 Annotating Abstract Meaning Representations for Spanish Migueles-AbrairaNoelia Migueles-Abraira, Rodrigo Agerri, Arantza Diaz de Ilarraza LREC 2018 pdf
97 Named Graphs for Semantic Representation CrouchRichard Crouch, Aikaterini-Lida Kalouli *SEM 2018 pdf
98 Graph Algebraic Combinatory Categorial Grammar BeschkeSebastian Beschke, Wolfgang Menzel *SEM 2018 pdf
99 AMR Beyond the Sentence: the Multi-sentence AMR corpus O’GormanTim O’Gorman, Michael Regan, Kira Griffitt, Martha Palmer, Ulf Hermjakob, Kevin Knight COLING 2018 pdf
100 The New Propbank: Aligning Propbank with AMR through POS Unification O'GormanTim O'Gorman, Sameer Pradhan, Martha Palmer, Julia Bonn, Kathryn Conger, James Gung LREC 2018 pdf
101 An AMR Aligner Tuned by Transition-based Parser LiuYijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu EMNLP 2018 pdf arXiv
102 Accurate SHRG-Based Semantic Parsing ChenYufei Chen, Weiwei Sun, Xiaojun Wan ACL 2018 pdf
103 Better Transition-Based AMR Parsing with a Refined Search Space GuoZhijiang Guo, Wei Lu EMNLP 2018 pdf
104 AMR Editor: A tool to build Abstract Meaning Representations HermjakobUlf Hermjakob manuscript pdf, Tool
105 AMR Annotation Dictionary (maintained by Ulf Hermjakob). HermjakobUlf Hermjakob Tool
106 Semantic Neural Machine Translation using AMR SongLinfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su TACL 2019 pdf arXiv
107 Factorising AMR generation through syntax CaoKris Cao, Stephen Clark NAACL 2019 pdf arXiv
108 Structural Neural Encoders for AMR-to-text Generation DamonteMarco Damonte, Shay B. Cohen NAACL 2019 pdf arXiv
109 Automatic Accuracy Prediction for AMR Parsing OpitzJuri Opitz, Anette Frank *SEM 2019 pdf arXiv
110 A partially rule-based approach to AMR generation ManningEmma Manning NAACL SRW 2019 pdf
111 SemBleu: A robust metric for AMR parsing evaluation SongLinfeng Song, Daniel Gildea ACL 2019 pdf arXiv
112 AMR parsing as sequence-to-graph transduction ZhangSheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme ACL 2019 pdf arXiv
113 Ordered Tree Decomposition for HRG Rule Extraction GildeaDaniel Gildea, Giorgio Satta, Xiaochang Peng Computational Linguistics 45(2) 2019 pdf
114 Towards a General Abstract Meaning Representation Corpus for Brazilian Portuguese CabezudoMarco Antonio Sobrevilla Cabezudo, Thiago Alexandre Salgueiro Pardo Linguistic Annotation Workshop 2019 pdf
115 Augmenting Abstract Meaning Representation for Human-Robot Dialogue BonialClaire Bonial, Lucia Donatelli, Stephanie M. Lukin, Stephen Tratz, Ron Artstein, David Traum, Clare R. Voss Designing Meaning Representations Workshop 2019 pdf
116 Ellipsis in Chinese AMR Corpus LiuYihuan Liu, Bin Li, Peiyi Yan, Li Song, Weiguang Qu Designing Meaning Representations Workshop 2019 pdf
117 Copula and Case-Stacking Annotations for Korean AMR ChoeHyonsu Choe, Jiyoon Han, Hyejin Park, Hansaem Kim Designing Meaning Representations Workshop 2019 pdf
118 Modeling Quantification and Scope in Abstract Meaning Representations PustejovskyJames Pustejovsky, Ken Lai, Nianwen Xue Designing Meaning Representations Workshop 2019 pdf
119 A Case Study on Meaning Representation for Vietnamese LinhHa Linh, Huyen Nguyen Designing Meaning Representations Workshop 2019 pdf
120 Parsing Meaning Representations: Is Easier Always Better? LinZi Lin, Nianwen Xue Designing Meaning Representations Workshop 2019 pdf
121 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning NaseemTahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros ACL 2019 pdf
122 Enhancing AMR-to-Text Generation with Dual Graph Representations RibeiroLeonardo F. R. Ribeiro, Claire Gardent, Iryna Gurevych EMNLP 2019 pdf arXiv
123 Broad-Coverage Semantic Parsing as Transduction ZhangSheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme EMNLP 2019 pdf arXiv
124 AMR Normalization for Fairer Evaluation GoodmanMichael Wayne Goodman preprint 2019 arXiv
125 Modeling Graph Structure in Transformer for Better AMR-to-Text Generation ZhuJie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou EMNLP 2019 pdf arXiv
126 Modeling Source Syntax and Semantics for Neural AMR Parsing GeDongLai Ge, Junhui Li, Muhua Zhu, Shoushan Li IJCAI 2019 pdf
127 Core Semantic First: A Top-down Approach for AMR Parsing CaiDeng Cai, Wai Lam EMNLP 2019 pdf arXiv
128 Verbalizing AMR Structures LapalmeGuy Lapalme Manuscript 2019 pdf, code, demo
129 Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations CabezudoMarco Antonio Sobrevilla Cabezudo, Simon Mille, Thiago Pardo Multilingual Surface Realisation Workshop 2019 pdf
130 AMR-to-Text Generation with Cache Transition Systems JinLisa Jin, Daniel Gildea preprint 2019 arXiv
131 Exploring Graph-Algebraic CCG Combinators for Syntactic-Semantic AMR Parsing BeschkeSebastian Beschke RANLP 2019 pdf
132 Graph-to-Graph Meaning Representation Transformations for Human-Robot Dialogue AbramsMitchell Abrams, Claire Bonial, Lucia Donatelli SCiL 2020 pdf
133 AMR Similarity Metrics from Principles OpitzJuri Opitz, Letitia Parcalabescu, Anette Frank TACL 2020 pdf, code arXiv
134 A Human Evaluation of AMR-to-English Generation Systems ManningEmma Manning, Shira Wein, Nathan Schneider COLING 2020 pdf arXiv
135 Exploring Probabilistic Soft Logic as a framework for integrating top-down and bottom-up processing of language in a task context DellertJohannes Dellert preprint 2020 arXiv
136 Graph Transformer for Graph-to-Sequence Learning CaiDeng Cai, Wai Lam AAAI 2020 pdf arXiv
137 AMR Parsing via Graph-Sequence Iterative Inference CaiDeng Cai, Wai Lam ACL 2020 pdf arXiv
138 Understanding and Generating Language with Abstract Meaning Representation DamonteMarco Damonte Ph.D. thesis, University of Edinburgh 2020 pdf
139 Methods for taking semantic graphs apart and putting them back together again GroschwitzJonas Groschwitz Ph.D. thesis, Saarland University and Macquarie University 2019 pdf
140 Parsing and Generation for the Abstract Meaning Representation FlaniganJeffrey Flanigan Ph.D. thesis, Carnegie Mellon University 2018 pdf
141 Abstract Meaning Representation Parsing WangChuan Wang Ph.D. thesis, Brandeis University 2018 pdf
142 Abstract Meaning Representation Parsing with Rich Linguistic Features ChenWei-Te Chen Ph.D. thesis, University of Colorado Boulder 2017 pdf
143 Bringing together computational and linguistic models of implicit role interpretation O'GormanTim O'Gorman Ph.D. thesis, University of Colorado Boulder 2019 pdf
144 Construct a sense-frame aligned predicate lexicon for Chinese AMR corpus SongLi Song, Yuling Dai, Yihuan Liu, Bin Li, Weiguang Qu LREC 2020 pdf
145 Dialogue-AMR: Abstract Meaning Representation for dialogue BonialClaire Bonial, Lucia Donatelli, Mitchell Abrams, Stephanie M. Lukin, Stephen Tratz, Matthew Marge, Ron Artstein, David Traum, Clare Voss LREC 2020 pdf
146 Spatial AMR: Expanded spatial annotation in the context of a grounded Minecraft corpus BonnJulia Bonn, Martha Palmer, Zheng Cai, Kristin Wright-Bettner LREC 2020 pdf
147 From spatial relations to spatial configurations DanSoham Dan, Parisa Kordjamshidi, Julia Bonn, Archna Bhatia, Zheng Cai, Martha Palmer, Dan Roth LREC 2020 pdf
148 AMR Parsing with Latent Structural Information ZhouQiji Zhou, Yue Zhang, Donghong Ji, Hao Tang ACL 2020 pdf
149 GPT-too: A language-model-first approach for AMR-to-text generation MagerManuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos ACL 2020 pdf, code arXiv
150 Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ZhaoYanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu ACL 2020 pdf
151 AMR quality rating with a lightweight CNN OpitzJuri Opitz AACL 2020 pdf arXiv
152 Graphs with Multiple Sources per Vertex HarmelenMartin van Harmelen, Jonas Groschwitz preprint 2020 arXiv
153 Penman: An Open-Source Library and Tool for AMR Graphs GoodmanMichael Wayne Goodman ACL (Demo session) 2020 pdf
154 AMR-To-Text Generation with Graph Transformer WangTianming Wang, Xiaojun Wan, Hanqi Jin TACL 2020 pdf
155 Better AMR-to-text generation with graph structure reconstruction WangTianming Wang, Xiaojun Wan, Shaowei Yao IJCAI-PRICAI 2020 pdf
156 Graph-to-Sequence Learning using Gated Graph Neural Networks BeckDaniel Beck, Gholamreza Haffari, Trevor Cohn ACL 2018 pdf, code arXiv
157 MRP 2019: Cross-Framework Meaning Representation Parsing OepenStephan Oepen, Omri Abend, Jan Hajic, Daniel Hershcovich, Marco Kuhlmann, Tim O’Gorman, Nianwen Xue, Jayeol Chun, Milan Straka, Zdenka Uresova CoNLL 2019 pdf
158 Investigating Pretrained Language Models for Graph-to-Text Generation RibeiroLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, Iryna Gurevych preprint 2020 arXiv
159 Fast semantic parsing with well-typedness guarantees LindemannMatthias Lindemann, Jonas Groschwitz, Alexander Koller EMNLP 2020 pdf arXiv
160 Improving AMR Parsing with Sequence-to-Sequence Pre-training XuDongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou EMNLP 2020 pdf arXiv
161 Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR OpitzJuri Opitz, Anette Frank EACL 2021 pdf arXiv
162 Online Back-Parsing for AMR-to-Text Generation BaiXuefeng Bai, Linfeng Song, Yue Zhang EMNLP 2020 pdf arXiv
163 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation ZhangYan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing EMNLP 2020 pdf arXiv
164 Pushing the Limits of AMR Parsing with Self-Learning LeeYoung-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos Findings of EMNLP 2020 pdf, code arXiv
165 Transition-based Parsing with Stack-Transformers AstudilloRamón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian Findings of EMNLP 2020 pdf, code arXiv
166 XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques BlloshmiRexhina Blloshmi, Rocco Tripodi, Roberto Navigli EMNLP 2020 pdf
167 A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing LyuChunchuan Lyu, Shay B. Cohen, Ivan Titov preprint 2020 arXiv
168 I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning LimJungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim COLING 2020 pdf arXiv
169 Multilingual AMR-to-Text Generation FanAngela Fan, Claire Gardent EMNLP 2020 pdf
170 Semantically Inspired AMR Alignment for the Portuguese Language AnchiêtaRafael Anchiêta, Thiago Pardo EMNLP 2020 pdf
171 The Role of Reentrancies in Abstract Meaning Representation Parsing DamonteMarco Damonte, Ida Szubert, Shay B. Cohen, Mark Steedman Findings of EMNLP 2020 pdf
172 MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation Parsing OepenStephan Oepen, Omri Abend, Lasha Abzianidze, Johan Bos, Jan Hajic, Daniel Hershcovich, Bin Li, Tim O’Gorman, Nianwen Xue, Daniel Zeman CoNLL 2020 pdf
173 Hitachi at MRP 2020: Text-to-Graph-Notation Transducer OzakiHiroaki Ozaki, Gaku Morio, Yuta Koreeda, Terufumi Morishita, Toshinori Miyoshi CoNLL 2020 pdf
174 ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN SamuelDavid Samuel, Milan Straka CoNLL 2020 pdf
175 HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser DouLongxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang Che, Ting Liu CoNLL 2020 pdf
176 HUJI-KU at MRP 2020: Two Transition-based Neural Parsers ArvivOfir Arviv, Ruixiang Cui, Daniel Hershcovich CoNLL 2020 pdf
177 JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference NaSeung-Hoon Na, Jinwoo Min CoNLL 2020 pdf
178 Generalized Shortest-Paths Encoders for AMR-to-Text Generation JinLisa Jin, Daniel Gildea COLING 2020 pdf
179 Predicting Coreference in Abstract Meaning Representations AnikinaTatiana Anikina, Alexander Koller, Michael Roth Computational Models of Reference, Anaphora and Coreference Workshop 2020 pdf
180 A Continuation Semantics for Abstract Meaning Representation LaiKenneth Lai, Lucia Donatelli, James Pustejovsky Designing Meaning Representations Workshop 2020 pdf
181 Separating Argument Structure from Logical Structure in AMR BosJohan Bos Designing Meaning Representations Workshop 2020 pdf arXiv
182 Building Korean Abstract Meaning Representation Corpus ChoeHyonsu Choe, Jiyoon Han, Hyejin Park, Tae Hwan Oh, Hansaem Kim Designing Meaning Representations Workshop 2020 pdf
183 Cross-lingual annotation: a road map for low- and no-resource languages VigusMeagan Vigus, Jens E. L. Van Gysel, Tim O’Gorman, Andrew Cowell, Rosa Vallejos, William Croft Designing Meaning Representations Workshop 2020 pdf
184 InfoForager: Leveraging Semantic Search with AMR for COVID-19 Research BonialClaire Bonial, Stephanie M. Lukin, David Doughty, Steven Hill, Clare Voss Designing Meaning Representations Workshop 2020 pdf
185 One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline BevilacquaMichele Bevilacqua, Rexhina Blloshmi, Roberto Navigli AAAI 2021 pdf, code
186 Leveraging Non-Specialists for Accurate and Time Efficient AMR Annotation MartinMary Martin, Cecilia Mauceri, Martha Palmer, Christoffer Heckman Citizen Linguistics in Language Resource Development Workshop 2020 pdf
187 Structural Adapters in Pretrained Language Models for AMR-to-text Generation RibeiroLeonardo F. R. Ribeiro, Yue Zhang, Iryna Gurevych preprint 2021 arXiv
188 Promoting Graph Awareness in Linearized Graph-to-Text Generation HoyleAlexander Hoyle, Ana Marasović, Noah Smith preprint 2020 arXiv
189 Parsing Indonesian Sentence into Abstract Meaning Representation using Machine Learning Approach IlmyAdylan Roaffa Ilmy, Masayu Leylia Khodra preprint 2021 arXiv
190 AMR Parsing with Action-Pointer Transformer ZhouJiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian NAACL-HLT 2021 pdf arXiv
191 Probabilistic, Structure-Aware Algorithms for Improved Variety, Accuracy, and Coverage of AMR Alignments BlodgettAustin Blodgett, Nathan Schneider ACL-IJCNLP 2021 data/code, pdf arXiv
192 Builder, we have done it: Evaluating & Extending Dialogue-AMR NLU Pipeline for Two Collaborative Domains BonialClaire Bonial, Mitchell Abrams, David Traum, Clare Voss IWCS 2021 pdf
193 Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing CaiYitao Cai, Zhe Lin, Xiaojun Wan Findings of ACL 2021 pdf arXiv
194 Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing UhrigSarah Uhrig, Yoalli Rezepka Garcia, Juri Opitz, Anette Frank IWPT 2021 pdf arXiv
195 HuRIC: a Human Robot Interaction Corpus BastianelliEmanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi LREC 2014 pdf
196 Character-based Neural Semantic Parsing NoordRik van Noord Ph.D. thesis, University of Groningen 2021 pdf
197 An Improved Approach for Semantic Graph Composition with CCG BlodgettAustin Blodgett, Nathan Schneider IWCS 2019 pdf arXiv
198 Improving Event Detection with Abstract Meaning Representation LiXiang Li, Thien Huu Nguyen, Kai Cao, Ralph Grishman Workshop on Computing News Storylines 2015 pdf
199 Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction ZhangZixuan Zhang, Heng Ji NAACL 2021 pdf
200 Multitask Parsing Across Semantic Representations HershcovichDaniel Hershcovich, Omri Abend, Ari Rappoport ACL 2018 pdf
201 Abstract meaning representation for legal documents: an empirical research on a human-annotated dataset VuSinh Trong Vu, Minh Le Nguyen, Ken Satoh Artificial Intelligence and Law 2021 pdf
202 An empirical evaluation of AMR parsing for legal documents TrongSinh Vu Trong, Minh Nguyen Le preprint 2018 arXiv
203 Levi Graph AMR Parser using Heterogeneous Attention HeHan He, Jinho D. Choi IWPT 2021 pdf arXiv
204 Semantic Representation for Dialogue Modeling BaiXuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang ACL 2021 pdf
205 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing ZhouJiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos EMNLP 2021 pdf
206 JAMRED: a Japanese abstract meaning representation editor WiniwarterWerner Winiwarter iiWAS 2015 pdf
207 Improving Neural Machine Translation with AMR Semantic Graphs NguyenLong H. B. Nguyen , Viet H. Pham, Dien Dinh Mathematical Problems in Engineering 2021 pdf
208 Designing a Uniform Meaning Representation for Natural Language Processing GyselJens E. L. Van Gysel, Meagan Vigus, Jayeol Chun, Kenneth Lai, Sarah Moeller, Jiarui Yao, Tim O’Gorman, Andrew Cowell, William Croft, Chu-Ren Huang, Jan Hajič, James H. Martin, Stephan Oepen, Martha Palmer, James Pustejovsky, Rosa Vallejos, Nianwen Xue Künstliche Intelligenz 2021 pdf
209 Broad-Coverage Semantic Parsing as Transduction ZhangSheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme EMNLP-IJCNLP 2019 pdf arXiv
210 Bootstrapping Multilingual AMR with Contextual Word Alignments ShethJanaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward EACL 2021 pdf arXiv
211 ASQ: Automatically Generating Question-Answer Pairs using AMRs RakshitGeetanjali Rakshit, Jeffrey Flanigan preprint 2021 arXiv
212 The State of the Art in Semantic Representation AbendOmri Abend, Ari Rappoport ACL 2017 pdf
213 SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ProcopioLuigi Procopio, Rocco Tripodi, Roberto Navigli NAACL 2021 pdf
214 Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing YamamotoYuki Yamamoto, Yuji Matsumoto, Taro Watanabe *SEM 2021 pdf
215 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ZhangZixuan Zhang, Nikolaus Parulian, Heng Ji, Ahmed S. Elsayed, Skatje Myers, Martha Palmer ACL 2021 pdf
216 Incorporating EDS Graph for AMR Parsing ShouZiyi Shou, Fangzhen Lin *SEM 2021 pdf
217 End-to-End AMR Coreference Resolution FuQiankun Fu, Linfeng Song, Wenyu Du, Yue Zhang ACL 2021 pdf
218 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation XuDongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou ACL 2021 pdf
219 Learning compositional structures for semantic graph parsing GroschwitzJonas Groschwitz, Meaghan Fowlie, Alexander Koller SPNLP 2021 pdf arXiv
220 Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity OpitzJuri Opitz, Angel Daza, Anette Frank TACL 2021 pdf, code arXiv
221 Latent Tree Decomposition Parsers for AMR-to-Text Generation JinLisa Jin, Daniel Gildea preprint 2021 arXiv
222 Tree Decomposition Attention for AMR-to-Text Generation JinLisa Jin, Daniel Gildea preprint 2021 arXiv
223 Automatic Comprehension of Geometry Problems using AMR Parser IordanAnca-Elena Iordan International Conference on Software Engineering and Knowledge Engineering 2021 pdf
224 Semantic-Based Opinion Summarization InácioMarcio Lima Inácio, Thiago Alexandre Salgueiro Pardo RANLP 2021 pdf, code
225 Hierarchical Curriculum Learning for AMR Parsing WangPeiyi Wang, Liang Chen, Tianyu Liu, Baobao Chang, Zhifang Sui preprint 2021 arXiv
226 An analysis of document graph construction methods for AMR summarization LeeFei-Tzin Lee, Chris Kedzie, Nakul Verma, Kathleen McKeown preprint 2021 arXiv
227 Comparing Czech and English AMRs UresovaZ. Uresova, J. Hajic, O. Bojar Workshop on Lexical and Grammatical Resources for Language Processing 2014 pdf
228 Graph-to-Graph Translations To Augment Abstract Meaning Representation Tense And Aspect BakalMollie F. Bakal B.S. Thesis University of Michigan 2021 pdf
229 Representing Implicit Positive Meaning of Negated Statements in AMR SteinKatharina Stein, Lucia Donatelli The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop 2021 pdf
230 Classifying Divergences in Cross-lingual AMR Pairs WeinShira Wein, Nathan Schneider The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop 2021 pdf, data
231 Intensionalizing Abstract Meaning Representations: Non-Veridicality and Scope WilliamsonGregor Williamson, Patrick Elliott, Yuxin Ji The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop 2021 pdf
232 Referenceless Parsing-Based Evaluation of AMR-to-English Generation ManningEmma Manning, Nathan Schneider Eval4NLP Workshop 2021 pdf
233 Learning to Transpile AMR into SPARQL BorneaMihaela Bornea, Ramón Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos preprint 2021 arXiv
234 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing LeeYoung-Suk Lee, Ramón Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos NAACL 2022 pdf arXiv
235 DocAMR: Multi-Sentence AMR Representation and Evaluation NaseemTahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider NAACL 2022 pdf arXiv
236 SEMA: an Extended Semantic Evaluation Metric for AMR AnchietaRafael T. Anchieta, Marco A. S. Cabezudo, Thiago A. S. Pardo CICLing 2019 pdf
237 How Curriculum Learning Performs on AMR Parsing BuiMinh-Quan Bui, Vu Tran, Ha-Thanh Nguyen, Tran-Binh Dang, Le-Minh Nguyen 13th International Conference on Knowledge and Systems Engineering (KSE) 2021 pdf
238 From Requirements as AMR-like Graphs to Automata-Based Reasoning LamercerieAurélien Lamercerie, Annie Foret [Research Report] Université de Rennes 2021 pdf
239 StreamSide: A Fully-Customizable Open-Source Toolkit for Efficient Annotation of Meaning Representations ChoiJinho D. Choi, Gregor Williamson preprint 2021 arXiv
240 AMR-CNN: Abstract Meaning Representation with Convolution Neural Network for Toxic Content Detection ElbasaniErmal Elbasani, Jeong-Dong Kim Journal of Web Engineering 2022 pdf
241 Ensembling Graph Predictions for AMR Parsing LamHoang Thanh Lam, Gabriele Picco, Yufang Hou, Young-Suk Lee, Lam M. Nguyen, Dzung T. Phan, Vanessa Lopez, Ramon Fernandez Astudillo NeurIPS 2021 pdf, code arXiv
242 BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers NavigliRoberto Navigli, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo AAAI 2022 pdf
243 Graph Pre-training for AMR Parsing and Generation BaiXuefeng Bai, Yulong Chen, Yue Zhang ACL 2022 pdf, code arXiv
244 Polynomial Graph Parsing with Non-Structural Reentrancies BjörklundJohanna Björklund, Frank Drewes, Anna Jonsson preprint 2021 arXiv
245 Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering XuWeiwen Xu, Huihui Zhang, Deng Cai and Wai Lam Findings of ACL: ACL-IJCNLP 2021 pdf
246 Spanish Abstract Meaning Representation: Annotation of a General Corpus WeinShira Wein, Lucia Donatelli, Ethan Ricker, Calvin Engstrom, Alex Nelson, Nathan Schneider preprint 2022 arXiv
247 Persian Abstract Meaning Representation TakhshidReza Takhshid, Razieh Shojaei, Zahra Azin, Mohammad Bahrani preprint 2022 arXiv
248 Towards Turkish Abstract Meaning Representation AzinZahra Azin, Gülşen Eryiğit ACL Student Research Workshop 2019 pdf
249 Abstract meaning representation of Turkish OralElif Oral, Ali Acar, Gülşen Eryiğit Natural Language Engineering 2022 pdf
250 FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations RibeiroLeonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal preprint 2022 arXiv
251 DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations GhazarianSarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng ACL 2022 arXiv
252 Dialogue Meaning Representation for Task-Oriented Dialogue Systems HuXiangkun Hu, Junqi Dai, Hang Yan, Yi Zhang, Qipeng Guo, Xipeng Qiu, Zheng Zhang preprint 2022 arXiv
253 ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs ChenLiang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang Findings of NAACL 2022 pdf arXiv
254 AMR Alignment for Morphologically-rich and Pro-drop Languages OralK. Elif Oral, Gülşen Eryiğit ACL Student Research Workshop 2022 pdf
255 AMR-DA: Data Augmentation by Abstract Meaning Representation ShouZiyi Shou, Yuxin Jiang, Fangzhen Lin Findings of ACL 2022 pdf
256 Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution LiIrene Li, Linfeng Song, Kun Xu, Dong Yu ACL 2022 pdf
257 Inducing and Using Alignments for Transition-based AMR Parsing DrozdovAndrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramon Fernandez Astudillo NAACL 2022 pdf arXiv
258 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction XuRunxin Xu, Peiyi Wang, Tianyu Liu, Shuang Zeng, Baobao Chang, Zhifang Sui NAACL 2022 pdf arXiv
259 Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation JinLisa Jin, Daniel Gildea ACL 2022 pdf
260 RepGraph: Visualising and Analysing Meaning Representation Graphs CohenJaron Cohen, Roy Cohen, Edan Toledo, Jan Buys EMNLP (Demo session) 2021 pdf
261 Multilingual AMR Parsing with Noisy Knowledge Distillation CaiDeng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam Findings of EMNLP 2021 pdf
262 Stacked AMR Parsing with Silver Data XiaQingrong Xia, Zhenghua Li, Rui Wang, Min Zhang Findings of EMNLP 2021 pdf
263 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation RibeiroLeonardo F. R. Ribeiro, Jonas Pfeiffer, Yue Zhang, Iryna Gurevych EMNLP 2021 pdf
264 Theoretical and Practical Issues in the Semantic Annotation of Four Indigenous Languages GyselJens E. L. Van Gysel, Meagan Vigus, Lukas Denk, Andrew Cowell, Rosa Vallejos, Tim O’Gorman, William Croft The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop 2021 pdf
265 AutoAspect: Automatic Annotation of Tense and Aspect for Uniform Meaning Representations ChenDaniel Chen, Martha Palmer, Meagan Vigus The Joint 15th Linguistic Annotation Workshop (LAW) and 3rd Designing Meaning Representations (DMR) Workshop 2021 pdf
266 UMR-Writer: A Web Application for Annotating Uniform Meaning Representations ZhaoJin Zhao, Nianwen Xue, Jens Van Gysel, Jinho D. Choi EMNLP (Demo session) 2021 pdf
267 Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation OpitzJuri Opitz, Philipp Heinisch, Philipp Wiesenbach, Philipp Cimiano, Anette Frank Argument Mining Workshop 2021 pdf
268 A tale of four parsers: methodological reflections on diagnostic evaluation and in‐depth error analysis for meaning representation parsing BuljanMaja Buljan, Joakim Nivre, Stephan Oepen, Lilja Øvrelid Language Resources and Evaluation 2022 pdf
269 Effect of Source Language on AMR Structure WeinShira Wein, Wai Ching Leung, Yifu Mu, Nathan Schneider The 16th Linguistic Annotation Workshop (LAW-XVI) 2022 pdf
270 How much of UCCA can be predicted from AMR? PavlovaSiyana Pavlova, Maxime Amblard, Bruno Guillaume ISA-18 2022 pdf
271 Automatic Enrichment of Abstract Meaning Representations JiYuxin Ji, Gregor Williamson, Jinho D. Choi The 16th Linguistic Annotation Workshop (LAW-XVI) 2022 pdf
272 Guiding transformer to generate graph structure for AMR parsing NiuRunliang Niu, Qi Wang International Conference on Neural Networks, Information, and Communication Engineering (NNICE) 2022 pdf
273 Enhancements on a Pipeline Approach for Abstract Meaning Representation Parsing FrasieAlexandru Frasie, Nicoleta-Teodora Vezan, Georgiana Marian, Florin Macicasan, Camelia Lemnaru Communications in Computer and Information Science book series (CCIS,volume 1600) 2022 pdf
274 Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings LiangYichao Liang preprint 2022 arXiv
275 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering DengZhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle IJCAI 2022 arXiv
276 Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers LiChangmao Li, Jeffrey Flanigan 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP) 2022 pdf arXiv
277 Graph Querying for Semantic Annotations AmblardMaxime Amblard, Bruno Guillaume, Siyana Pavlova, Guy Perrier 18th Joint ACL - ISO Workshop on Interoperable Semantic Annotation (ISA) 2022 pdf
278 Dialogue-AMR Parsing Pipeline AbramsMitchell Abrams, Claire Bonial, Clare Voss DEVCOM ARL Public Release 2022 pdf
279 A Survey : Neural Networks for AMR-to-Text HaoHongyu Hao, Guangtong Li, Zhiming Hu, Huafeng Wang preprint 2022 arXiv
280 SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable AMR Meaning Features OpitzJuri Opitz, Anette Frank preprint 2022 arXiv
281 Multilingual Abstract Meaning Representation for Celtic Languages HeineckeJohannes Heinecke, Anastasia Shimorina The 4th Celtic Language Technology Workshop (CLTW 4) 2022 pdf
282 AMR Alignment: Paying Attention to Cross-Attention CabotPere-Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo, Roberto Navigli preprint 2022 arXiv
283 Align-smatch: A Novel Evaluation Method for Chinese Abstract Meaning Representation Parsing based on Alignment of Concept and Relation XiaoLiming Xiao, Bin Li, Zhixing Xu, Kairui Huo, Minxuan Feng, Junsheng Zhou, Weiguang Qu LREC 2022 pdf
284 Abstract Meaning Representation for Gesture BruttiRichard Brutti, Lucia Donatelli, Kenneth Lai, James Pustejovsky LREC 2022 pdf
285 Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing OrlandoRiccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli LREC 2022 pdf
286 Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models ChoiWoo Suk Choi, Yu-Jung Heo, Dharani Punithan, Byoung-Tak Zhang 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP) 2022 pdf
287 Sequence-to-sequence AMR Parsing with Ancestor Information YuChen Yu, Daniel Gildea ACL 2022 pdf
288 Text summarization based on semantic graphs: An abstract meaning representation graph-to-text deep learning approach KourisPanagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis preprint 2022 arXiv
289 The AMR-PT corpus and the semantic annotation of challenging sentences from journalistic and opinion texts InácioMarcio Lima Inácio, Marco Antonio Sobrevilla Cabezudo, Renata Ramisch, Ariani Di Felippo, Thiago Alexandre Salgueiro Pardo preprint 2022 arXiv
290 Accounting for Language Effect in the Evaluation of Cross-lingual AMR Parsers WeinShira Wein, Nathan Schneider COLING 2022 pdf
291 BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning ChengZiming Cheng, Zuchao Li, Hai Zhao COLING 2022 pdf
292 AMRTVSumm: AMR-augmented Hierarchical Network for TV Transcript Summarization HuaYilun Hua, Zhaoyuan Deng, Zhijie Xu Workshop on Automatic Summarization for Creative Writing (CreativeSumm) 2022 pdf
293 Semantic-based Pre-training for Dialogue Understanding BaiXuefeng Bai, Linfeng Song, Yue Zhang COLING 2022 pdf
294 Cross-domain Generalization for AMR Parsing BaiXuefeng Bai, Seng Yang, Leyang Cui, Linfeng Song, Yue Zhang preprint 2022 arXiv
295 Universal Semantic Annotator NavigliRoberto Navigli, Riccardo Orlando, Cesare Campagnano, Simone Conia European Language Grid 2022 pdf
296 Better Smatch = Better Parser? AMR evaluation is not so simple anymore OpitzJuri Opitz, Anette Frank Eval4NLP 2022 pdf
297 NLG-METRICVERSE: An End-to-End Library for Evaluating Natural Language Generation FrisoniGiacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano COLING 2022 pdf
298 A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing NavigliRoberto Navigli, Edoardo Barba, Simone Conia, Rexhina Blloshmi AACL-IJCNLP (Tutorial) 2022 pdf
299 A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating ZeidlerLaura Zeidler, Juri Opitz, Anette Frank *SEM 2022 pdf
300 The Joint Training of Transition-Based AMR Parser XuGuangxuan Xu MSc thesis, University of California Los Angeles 2022 pdf
301 An in-depth look at Euclidean disk embeddings for structure preserving parsing FancelluFederico Fancellu, Lan Xiao, Allan Jepson, Afsaneh Fazly BlackboxNLP 2021 pdf
302 KnowUREnvironment: An Automated Knowledge Graph for Climate Change and Environmental Issues IslamMd Saiful Islam, Adiba Proma, Yilin Zhou, Syeda Nahida Akter, Caleb Wohn, Ehsan Hoque AAAI Fall Symposium 2022 pdf, code