# \#finance **URL:** https://support.prodi.gy/tag/finance/44.md [Latest](https://support.prodi.gy/latest.md) · [Categories](https://support.prodi.gy/categories.md) · [Tags](https://support.prodi.gy/tags.md) --- ## [dependency annotation with frequent, very long dependencies](https://support.prodi.gy/t/dependency-annotation-with-frequent-very-long-dependencies/4673)
**Author:** [@alex.schumacher](https://support.prodi.gy/u/alex.schumacher)\ **Replies:** 1\ **Last updated:** [September 14, 2021, 1:32am UTC](https://support.prodi.gy/t/dependency-annotation-with-frequent-very-long-dependencies/4673 "2021-09-14T01:32:04Z")
Hi Prodigy team, We have an ongoing dependency annotation project that is presenting some challenges. We are working with in some cases extremely long sentences (200+ tokens) and the full slate of 45 dependency labels.… --- ## [Model and label strategy for information extraction task](https://support.prodi.gy/t/model-and-label-strategy-for-information-extraction-task/2303)
**Author:** [@nix411](https://support.prodi.gy/u/nix411)\ **Replies:** 1\ **Last updated:** [December 12, 2019, 11:14am UTC](https://support.prodi.gy/t/model-and-label-strategy-for-information-extraction-task/2303 "2019-12-12T11:14:11Z")
I have earlier made a post about information extraction on exchange statements. So far it has been successful using the spaCy matchers but now I want to add some more ML into it since the current model does have its limi… --- ## [Training dependency parser for multi-word entities](https://support.prodi.gy/t/training-dependency-parser-for-multi-word-entities/1643)
**Author:** [@ronnysh](https://support.prodi.gy/u/ronnysh)\ **Replies:** 6\ **Last updated:** [June 27, 2019, 7:20pm UTC](https://support.prodi.gy/t/training-dependency-parser-for-multi-word-entities/1643 "2019-06-27T19:20:35Z")
Hi All, I would like to train the parser to recognize a new dependency (called MONTHLY\_SALES) between the DATE and MONEY entity types, such that the training data would look like: TRAIN\_DATA = \[ ( "Sales we… --- ## [Train one label on a model that has two entities](https://support.prodi.gy/t/train-one-label-on-a-model-that-has-two-entities/1547)
**Author:** [@BLP](https://support.prodi.gy/u/BLP)\ **Replies:** 4\ **Last updated:** [May 21, 2019, 4:41am UTC](https://support.prodi.gy/t/train-one-label-on-a-model-that-has-two-entities/1547 "2019-05-21T04:41:41Z")
Hi, I have trained the model de\_core\_news\_sm with two entities (ORG + MONEY). An I am storing all my data for that in one database entry (“ds\_1”). What is the best way to improve only one label? And does it matter if I… --- ## [Expanding NER to include neighbouring tokens](https://support.prodi.gy/t/expanding-ner-to-include-neighbouring-tokens/1178)
**Author:** [@nix411](https://support.prodi.gy/u/nix411)\ **Replies:** 3\ **Last updated:** [February 5, 2019, 5:27pm UTC](https://support.prodi.gy/t/expanding-ner-to-include-neighbouring-tokens/1178 "2019-02-05T17:27:14Z")
Imagine a sentence like Earnings after tax (EAT) increased by 34%, amounting to SEK 113 million ( 85 ) The current model might identify 113 million as MONEY entity, but I’d like it to identify SEK 113 million ( 85 ) as… --- ## [Fact extraction for earnings news](https://support.prodi.gy/t/fact-extraction-for-earnings-news/1023)
**Author:** [@nix411](https://support.prodi.gy/u/nix411)\ **Replies:** 6\ **Last updated:** [December 11, 2018, 2:07pm UTC](https://support.prodi.gy/t/fact-extraction-for-earnings-news/1023 "2018-12-11T14:07:40Z")
Hello everyone, I am new to the community but I really think SpaCy and prodigy looks promising for the challenge I am facing. I will outline my project and then list some questions to that. I want to be able to extract…