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# SciCorp: A Corpus of English Scientific Articles Annotated for Information Status Analysis

**Authors:** Ina Rösiger · **Year:** 2016 · **Venue:** LREC 2016 **Link:** [aclanthology.org/L16-1275](https://aclanthology.org/L16-1275/) · **Licence:** [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) (ELRA, LREC proceedings; the PDF is silent, the proceedings page states CC BY-NC 4.0) — summary only

[**11** citations in our library](https://md.mova.elamur.ai/free/en/docs/papers/cited-by/roesiger-2016-scicorp-corpus-english-scientific-articles/) of the 140673 papers whose bibliographies we read[Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)](https://aclanthology.org/volumes/L16-1/)[licence](https://creativecommons.org/licenses/by-nc/4.0/)

- [Publisher's page](https://aclanthology.org/L16-1275/)
- [PDF](https://aclanthology.org/L16-1275.pdf)

**Authors (1)**

1. Roesiger, Ina

Citations and author metrics from OpenAlex (); authors with the same name are not always told apart.

## What it is about

SciCorp is 14 full scientific papers (genetics and computational linguistics, 61K tokens) in which every definite noun phrase (8,708) is labelled with an information status and, where applicable, linked: *given* (with a coreference link, including synonyms and short forms), *associative* (bridging, with a link to its anchor), *description* (a definite that carries its own identification: *the fact that…*, *the X of Y*, superlatives, a restrictive relative), *unused* (known from general knowledge), *deictic*, *predicative*, *idiom*; plus attributes *generic* and *part of compound*. Bare plurals and abstract (clausal) antecedents are excluded. Three annotators reached Fleiss kappa 0.68–0.73 overall; *given*, *deictic* and *idiom* were easy, *associative*, *description*, *unused* and *predicative* hard; links 0.81 (coreference) and 0.62 (bridging); *generic* only 0.51. Scientific text uses many abstract entities and definite descriptions that need domain knowledge.

## Ideas

- I1. A «self-identifying definite» filter for `coref`: a definite whose own modifiers identify it (superlative, ordinal, *the fact/idea that* + clause, a restrictive relative clause, *the N of* + proper name) is usually a first mention, not an anaphor. Such a mention should not be linked by the head-based sieves to an earlier same-head mention whose identifying modifier differs. Add to `coref/src/sieve.rs` with the reason in `coref explain`; measure precision of `strict_a`/`relaxed` on GUM dev.
- I2. The low agreement on *generic* (0.51) matches Mova's error of linking repeated generic groups («some politicians» ~ «some politicians»): do not expect a reliable generic label; instead keep the existing rule that quantified and indefinite mentions are not linked except on exact match, and check how many `exact` errors on GUM dev are bare or quantified plurals before adding anything.

## For Mova

[35. Reference and coreference](https://md.mova.elamur.ai/free/en/docs/languages/en/35-reference-and-coreference/) §2 (givenness), §3.2 (bridging), §4 (non-referential and generic uses). Code: `coref/src/sieve.rs`, `coref/src/mention.rs`. Measures: sieve precision and CoNLL F1 on GUM dev.

Topics: [Coreference resolution](https://md.mova.elamur.ai/free/en/docs/papers/topics/coreference-resolution/)

## Cite

The paper itself, not this card. BibTeX from the library's record of the work.

```
@inproceedings{roesiger2016scicorp,
  title = {{SciCorp: A Corpus of English Scientific Articles Annotated for Information Status Analysis}},
  author = {Roesiger, Ina},
  booktitle = {Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)},
  year = {2016},
  url = {https://aclanthology.org/L16-1275/}
}
```

- [← previous Generating English Paraphrases From Formal Relational Calculus Expressions](https://md.mova.elamur.ai/free/en/docs/papers/roeck-1986-generating-english-paraphrases-formal-relational/)
- [next → Bridging resolution: Task definition, corpus resources and rule-based experiments](https://md.mova.elamur.ai/free/en/docs/papers/roesiger-2018-bridging-resolution-task-definition-corpus/)
- [↑ back to English](https://md.mova.elamur.ai/free/en/docs/papers/en/)

## References

18 references, 1 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet.

1. Batista-Navarro, R. T. and Ananiadou, S. (2011). Building a coreference-annotated corpus from the domain of biochemistry. In Proceedings of BioNLP 2011 Workshop, pages 83–91. Association for Computational Linguistics. [find](https://scholar.google.com/scholar?q=Batista%2DNavarro%2C+R%2E+T%2E+and+Ananiadou%2C+S%2E+%282011%29%2E+Building+a+coreference%2Dannotated+corpus+from+the+domain+of+biochemistry%2E+In+Proceedings+of+BioNLP+2011+Workshop%2C+pages+83%E2%80%9391%2E+Association+for+Computati)
2. Baumann, S. and Riester, A. (2012). Referential and Lexical Givenness: semantic, prosodic and cognitive aspects. In Gorka Elordieta et al., editors, Prosody and Meaning, number 25 in Interface Explorations. Mouton de Gruyter, Berlin. [find](https://scholar.google.com/scholar?q=Baumann%2C+S%2E+and+Riester%2C+A%2E+%282012%29%2E+Referential+and+Lexical+Givenness%3A+semantic%2C+prosodic+and+cognitive+aspects%2E+In+Gorka+Elordieta+et+al%2E%2C+editors%2C+Prosody+and+Meaning%2C+number+25+in+Interface+Explora)
3. Clark, H. H. (1975). Bridging. In Proceedings of the 1975 workshop on Theoretical issues in natural language processing, pages 169–174. Association for Computational Linguistics. [find](https://scholar.google.com/scholar?q=Clark%2C+H%2E+H%2E+%281975%29%2E+Bridging%2E+In+Proceedings+of+the+1975+workshop+on+Theoretical+issues+in+natural+language+processing%2C+pages+169%E2%80%93174%2E+Association+for+Computational+Linguistics%2E)
4. Cohen, K. B., Lanfranchi, A., Corvey, W., Baumgartner Jr, W. A., Roeder, C., Ogren, P. V., Palmer, M., and Hunter, L. (2010). Annotation of all coreference in biomedical text: Guideline selection and adaptation. In Proceedings of BioTxtM 2010: 2nd workshop on building and evaluating resources for biomedical text mining, pages 37–41. [find](https://scholar.google.com/scholar?q=Cohen%2C+K%2E+B%2E%2C+Lanfranchi%2C+A%2E%2C+Corvey%2C+W%2E%2C+Baumgartner+Jr%2C+W%2E+A%2E%2C+Roeder%2C+C%2E%2C+Ogren%2C+P%2E+V%2E%2C+Palmer%2C+M%2E%2C+and+Hunter%2C+L%2E+%282010%29%2E+Annotation+of+all+coreference+in+biomedical+text%3A+Guideline+selection+and+)
5. Fleiss, J. L. (1971). Measuring nominal scale agreement among many raters. Psychological bulletin, 76(5):378. [find](https://scholar.google.com/scholar?q=Fleiss%2C+J%2E+L%2E+%281971%29%2E+Measuring+nominal+scale+agreement+among+many+raters%2E+Psychological+bulletin%2C+76%285%29%3A378%2E)
6. Gasperin, C. V. (2009). Statistical anaphora resolution in biomedical texts. Technical Report UCAM-CL-TR-764, University of Cambridge, Computer Laboratory, December. [find](https://scholar.google.com/scholar?q=Gasperin%2C+C%2E+V%2E+%282009%29%2E+Statistical+anaphora+resolution+in+biomedical+texts%2E+Technical+Report+UCAM%2DCL%2DTR%2D764%2C+University+of+Cambridge%2C+Computer+Laboratory%2C+December%2E)
7. Kaplan, D., Iida, R., Nishina, K., and Tokunaga, T. (2012). Slate – a tool for creating and maintaining annotated corpora. Journal for Language Technology and Computational Linguistics, pages 89–101. [find](https://scholar.google.com/scholar?q=Kaplan%2C+D%2E%2C+Iida%2C+R%2E%2C+Nishina%2C+K%2E%2C+and+Tokunaga%2C+T%2E+%282012%29%2E+Slate+%E2%80%93+a+tool+for+creating+and+maintaining+annotated+corpora%2E+Journal+for+Language+Technology+and+Computational+Linguistics%2C+pages+89%E2%80%93101%2E)
8. Landis, J. R. and Koch, G. G. (1977). The measurement of observer agreement for categorical data. biometrics, pages 159–174. [find](https://scholar.google.com/scholar?q=Landis%2C+J%2E+R%2E+and+Koch%2C+G%2E+G%2E+%281977%29%2E+The+measurement+of+observer+agreement+for+categorical+data%2E+biometrics%2C+pages+159%E2%80%93174%2E)
9. Markert, K., Hou, Y., and Strube, M. (2012). Collective classification for fine-grained information status. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers-Volume 1, pages 795–804. Association for Computational Linguistics. [find](https://scholar.google.com/scholar?q=Markert%2C+K%2E%2C+Hou%2C+Y%2E%2C+and+Strube%2C+M%2E+%282012%29%2E+Collective+classification+for+fine%2Dgrained+information+status%2E+In+Proceedings+of+the+50th+Annual+Meeting+of+the+Association+for+Computational+Linguistics%3A+)
10. Ng, V. (2010). Supervised noun phrase coreference research: The first fifteen years. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 1396–1411. Association for Computational Linguistics. [find](https://scholar.google.com/scholar?q=Ng%2C+V%2E+%282010%29%2E+Supervised+noun+phrase+coreference+research%3A+The+first+fifteen+years%2E+In+Proceedings+of+the+48th+Annual+Meeting+of+the+Association+for+Computational+Linguistics%2C+pages+1396%E2%80%931411%2E+Associ) [our card](https://md.mova.elamur.ai/free/en/docs/papers/ng-2010-supervised-noun-phrase-coreference-research/)
11. Nissim, M., Dingare, S., Carletta, J., and Steedman, M. (2004). An annotation scheme for information status in dialogue. LREC 2004. [find](https://scholar.google.com/scholar?q=Nissim%2C+M%2E%2C+Dingare%2C+S%2E%2C+Carletta%2C+J%2E%2C+and+Steedman%2C+M%2E+%282004%29%2E+An+annotation+scheme+for+information+status+in+dialogue%2E+LREC+2004%2E)
12. Poesio, M. and Vieira, R. (1998). A corpus-based investigation of definite description use. Computational linguistics, 24(2):183–216. [find](https://scholar.google.com/scholar?q=Poesio%2C+M%2E+and+Vieira%2C+R%2E+%281998%29%2E+A+corpus%2Dbased+investigation+of+definite+description+use%2E+Computational+linguistics%2C+24%282%29%3A183%E2%80%93216%2E)
13. Prince, E. F. (1981). Toward a taxonomy of given-new information. In Radical Pragmatics, pages 223–55. Academic Press. [find](https://scholar.google.com/scholar?q=Prince%2C+E%2E+F%2E+%281981%29%2E+Toward+a+taxonomy+of+given%2Dnew+information%2E+In+Radical+Pragmatics%2C+pages+223%E2%80%9355%2E+Academic+Press%2E)
14. Riester, A., Lorenz, D., and Seemann, N. (2008). A semantic explication of information status and the underspecification of the recipients knowledge. In Proceedings of Sinn und Bedeutung, volume 12, pages 508–522. [find](https://scholar.google.com/scholar?q=Riester%2C+A%2E%2C+Lorenz%2C+D%2E%2C+and+Seemann%2C+N%2E+%282008%29%2E+A+semantic+explication+of+information+status+and+the+underspecification+of+the+recipients+knowledge%2E+In+Proceedings+of+Sinn+und+Bedeutung%2C+volume+12%2C+p)
15. Riester, A., Lorenz, D., and Seemann, N. (2010). A recursive annotation scheme for referential information status. In Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC), pages 717–722. [find](https://scholar.google.com/scholar?q=Riester%2C+A%2E%2C+Lorenz%2C+D%2E%2C+and+Seemann%2C+N%2E+%282010%29%2E+A+recursive+annotation+scheme+for+referential+information+status%2E+In+Proceedings+of+the+Seventh+International+Conference+on+Language+Resources+and+Eval)
16. Rösiger, I. and Teufel, S. (2014). Resolving coreferent and associative noun phrases in scientific text. Proceedings of the Student Research Workshop of EACL 2014, page 45. [find](https://scholar.google.com/scholar?q=Ro%CC%88siger%2C+I%2E+and+Teufel%2C+S%2E+%282014%29%2E+Resolving+coreferent+and+associative+noun+phrases+in+scientific+text%2E+Proceedings+of+the+Student+Research+Workshop+of+EACL+2014%2C+page+45%2E)
17. Schäfer, U., Spurk, C., and Steffen, J. (2012). A fully coreference-annotated corpus of scholarly papers from the acl anthology. In Proceedings of the 24th International Conference on Computational Linguistics. International Conference on Computational Linguistics (COLING-2012), December 10-14, Mumbai, India, pages 1059–1070. [find](https://scholar.google.com/scholar?q=Scha%CC%88fer%2C+U%2E%2C+Spurk%2C+C%2E%2C+and+Steffen%2C+J%2E+%282012%29%2E+A+fully+coreference%2Dannotated+corpus+of+scholarly+papers+from+the+acl+anthology%2E+In+Proceedings+of+the+24th+International+Conference+on+Computational+L)
18. Watson, R., Preiss, J., and Briscoe, T. (2003). The contribution of domain-independent robust pronominal anaphora resolution to open-domain question-answering. In Proceedings of the Symposium on Reference Resolution and its Applications to Question Answering and Summarization. Venice, Italy June, pages 23–25. [find](https://scholar.google.com/scholar?q=Watson%2C+R%2E%2C+Preiss%2C+J%2E%2C+and+Briscoe%2C+T%2E+%282003%29%2E+The+contribution+of+domain%2Dindependent+robust+pronominal+anaphora+resolution+to+open%2Ddomain+question%2Danswering%2E+In+Proceedings+of+the+Symposium+on+Refer)