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Constructing a Lexicon of English Discourse Connectives

What it is about

DiMLex-Eng is a lexicon of 149 English discourse connectives in the XML format of the German DiMLex. Entries were collected from the 100 connectives annotated in PDTB 2.0, the signals of the RST Signalling Corpus (where only about 18% of relations carry a connective or marker), and a list of 230 relational n-grams mined from RST-DT, filtered by a definition: not inflectable, meaning is a two-place relation, both arguments are abstract objects (usually clauses), the expression is fixed (not «for this excellent reason») and not compositional (even though is in; especially when or and therefore are not). Each entry gives orthographic variants, syntactic category (adverb, subordinator/preposition, coordinator, phrase), whether the word has non-connective uses, and the relations it signals with corpus frequencies (e.g. by contrast: Contrast 27 times, split into juxtaposition and opposition). Adding the RST signals raised coverage of RST-SC connective tokens from 87% to 95%.

Ideas

For Mova

languages/en/36-discourse-relations.md §6 (English connectives and their syntax), §11.1, §11.6 (connective senses not disambiguated). Code: prag/src/frames.rs (connective table → data file), en/seeds/verbal/subordinators-mark.md, dialects/mova/seeds/discourse-adverbs.md. Measures: frame bench cause/next precision; a unit test over the connective list.

Library summary

The Research library's own summary of the paper, in our words — not the paper's text.

Written for the Research library (claude-opus-5-5) from the paper text. Original — aclanthology.org/W18-5042.pdf

Summary

English lacked a curated, openly available lexicon of discourse connectives. The PDTB list of 100 connectives is widely reused but was never meant to be complete. The authors built DiMLex-Eng, a lexicon of 149 English connectives, as part of the Connective-Lex database at the University of Potsdam. It uses the XML schema of the German lexicon DiMLex, which is designed to work across languages.

They first set a definition. A connective is a non-inflecting item that expresses a two-place relation between abstract objects. To qualify for an entry, an expression must also be fixed and non-compositional. All PDTB 2.0 explicit connectives were included. Further items came from the RST Signalling Corpus (RST-SC) and from Biran and Rambow's (2011) list of relational indicators.

Each entry records:

  • spelling variants
  • whether the item also has non-connective uses
  • syntactic category
  • the coherence relations it signals, with corpus frequencies and examples

The expanded lexicon covers 95% of connective instances in the RST-SC. The work also shows that co-occurrence statistics alone find few true connectives. The resource is useful for discourse parsing, language learning and comparing discourse across languages.

Key points

  • Size and sources: DiMLex-Eng has 149 entries in total.
    • 100 come from the PDTB 2.0.
    • About 44 come from the RST-SC. The paper gives both 44 and 46 at different points.
    • 5 come from the 230-item Biran and Rambow list.
  • Coverage of RST-SC: the final lexicon covers 117 of 201 connective types (58%) and 3,721 of 3,899 instances (95%). The PDTB-only version covered 35% of types and 87% of instances.
  • Co-occurrence finding: only 24 of the 149 connectives appear in the statistically derived Biran and Rambow list. The authors conclude that syntactic and semantic criteria are needed, not just co-occurrence measures.
  • Example entry: by contrast is listed as a PP. It signals Comparison.Contrast in 11 of 27 PDTB uses, Juxtaposition in 12 and Opposition in 4.
  • Planned extensions:
    • adding broader signals such as cue phrases, AltLex expressions and secondary connectives
    • finding more connectives by mapping translations in parallel corpora

Topics: Discourse analysis

Cite

The paper itself, not this card. BibTeX from the library's record of the work. DOI 10.18653/v1/w18-5042

@inproceedings{das2018constructing,
  title = {{Constructing a Lexicon of English Discourse Connectives}},
  author = {Das, Debopam and Scheffler, Tatjana and Bourgonje, Peter and Stede, Manfred},
  booktitle = {Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue},
  year = {2018},
  doi = {10.18653/v1/w18-5042},
  url = {https://doi.org/10.18653/v1/w18-5042}
}

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