Papers by Anca Dumitrache
A Crowdsourced Frame Disambiguation Corpus with Ambiguity (N19-1)
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| Challenge: | Using crowdsourcing, we have found that inter-annotator disagreement is at least partly caused by ambiguity inherent to the text and frames. |
| Approach: | They propose a crowdsourcing approach to capture inter-annotator disagreement by a list of frames with disagreement-based scores that express the confidence with which each frame applies to the word. |
| Outcome: | The proposed approach captures disagreement between the annotations of 1,000 word-sentence pairs and scores on the likelihood that each frame applies to the word. |