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Region-by-region surprisal
Sample item for Main-verb/Reduced-relative Garden-path Disambiguation
The first item of the test suite is shown below for quick reference. Please visit the page for Main-verb/Reduced-relative Garden-path Disambiguation to see the full list of items.
| Item |
Condition
|
Start | Noun | Ambiguous verb | RC contents | Disambiguator | End |
|---|---|---|---|---|---|---|---|
| Item | Condition | Start | Noun | Ambiguous verb | RC contents | Disambiguator | End |
| 1 | reduced_ambig | The | woman | brought | the sandwich from the kitchen | fell | in the dining room |
| 1 | unreduced_ambig | The | woman | who was brought | the sandwich from the kitchen | fell | in the dining room |
| 1 | reduced_unambig | The | woman | given | the sandwich from the kitchen | fell | in the dining room |
| 1 | unreduced_unambig | The | woman | who was given | the sandwich from the kitchen | fell | in the dining room |
Prediction performance for Vanilla LSTM on Main-verb/Reduced-relative Garden-path Disambiguation
| Accuracy |
Formula
|
Description |
|---|---|---|
| Accuracy | Prediction | Description |
| 60.71% | (618,reduced_ambig/5,Disambiguator) > (617,unreduced_ambig/5,Disambiguator) | No description provided. |
| 46.43% | (618,reduced_ambig/5,Disambiguator) > (620,reduced_unambig/5,Disambiguator) | No description provided. |
| 42.86% | ((618,reduced_ambig/5,Disambiguator) - (617,unreduced_ambig/5,Disambiguator)) > ((620,reduced_unambig/5,Disambiguator) - (619,unreduced_unambig/5,Disambiguator)) | We expect that the surprisal at the disambiguator in the reduced ambig minus the surprisal of the disambiguator in the unreduced ambig is less than its surprisal in the reduced un-ambig minus the unreduced un-ambig condition. This is because the disambiguator should be more surprising when the relative clause is reduced (not introduced by a “who was…” or “which was…”) and when the relative clause contains an ambiguous verb (like “brought” vs. “given”). |