Frame-Semantic Resources
- Fillmorean FrameNets
- Berkeley FrameNet (English)
- Global FrameNet (links to other languages)
- Annotation Tool (code, tutorials)
- English FrameNet parsing
- PropBank
- Sean MacAvaney's app to include PropBank in the Mac OS dictionary
- Multilingual: Universal Proposition Banks
- EngVallex (linked to PropBank, used for Prague Czech-English Dependency Treebank)
- Unified Verb Index, including VerbNet
- VerbAtlas (BabelNet)
AMR
- Homepage (English AMR)
- AMR Bibliography
- Python library for loading AMRs
- Marco Damonte's enhanced smatch evaluation
- Annotation
- Tutorial
- English data, in particular:
- English NLP tools (see bibliography for more)
- AMREager Parser Demo
- Recent Parsing+Generation Systems
- amrlib parser/generator (SpaCy extension) (2020+)
- GRAPHENE parser/generator (2021)
- AMRBART parser/generator (2022)
- LEAMR aligner/aligned data
- Chinese AMR
UCCA
- Homepage with links to corpora (5 languages and counting!)
- SemEval 2019 shared task on UCCA parsing
- Annotation Guidelines
- UCCAApp Annotation Tool
- UCCA Tutorial
- Python API
SNACS (adposition semantics)
- Xposition (for browsing multilingual lexicons/documentation/some corpora)
- English overview paper, guidelines, tagger
- Datasets and guidelines (5 languages and counting!)
Crowdsourced Semantic Representations
- Universal Decompositional Semantics (including Semantic Proto-Roles)
- QA-SRL
Formal Syntax+Logic Representations
- DELPH-IN Project (HPSG+Minimal Recursion Semantics, including English Resource Grammar)
- Parallel Meaning Bank (CCG+Discourse Representation Theory parses, word senses, thematic roles, etc.; English, German, Italian, Dutch)
Multi-framework Semantic Parsing Tasks
- Semantic Dependency Parsing (SDP) 2016: Oepen et al., "Towards comparability of linguistic graph banks for semantic parsing" (LREC 2016);
LDC data release
- English, Chinese, Czech
- DM (ERG DeepBank MRS Bi-lexical Dependencies), PAS (Enju), PSD (Prague Semantic Dependencies), CCD (CCGbank)
- SemEval-2015 Task 18
- Meaning Representation Parsing (MRP) 2019
- DM (ERG DeepBank MRS Bi-lexical Dependencies), EDS (Elementary Dependency Structures from English Resource Grammar), PSD (Prague Semantic Dependencies), UCCA, AMR
- English only
- Meaning Representation Parsing (MRP) 2020
- EDS (Elementary Dependency Structures from English Resource Grammar), PTG (Prague Tectogrammatical Graphs), UCCA, AMR, DRG (Discourse Representation Graphs from Parallel Meaning Bank)
- English across all frameworks, plus Czech for PTG; German for UCCA; Chinese for AMR; German for DRG
Designing Meaning Representations Workshops
- DMR 2019 (first one!)
- DMR 2020
- LAW-DMR 2021
Previous Editions
Publications Developed from Term Papers
- Lucia Donatelli, Michael Regan, William Croft, and Nathan Schneider (2018). Annotation of tense and aspect semantics for sentential AMR. LAW-MWE-CxG.
- Emma Manning (2019). A Partially Rule-Based Approach to AMR Generation. NAACL Student Research Workshop.
- Jakob Prange, Nathan Schneider, and Omri Abend (2019). Semantically constrained multilayer annotation: the case of coreference. DMR.
- Shira Wein and Nathan Schneider (2021). Classifying divergences in cross-lingual AMR pairs. LAW-DMR.
- Zhuxin Wang, Jakob Prange, and Nathan Schneider (2021). Subcategorizing adverbials in Universal Conceptual Cognitive Annotation. LAW-DMR.
Additional suggestions are welcome via the Canvas discussion board