New Developments in the field of Computation and Language part2(Artificial Intelligence)

Abstract: We present the first openly available multi- modal metaphor annotated corpus. The corpus consists of videos including audio and subti- tles that have been annotated by experts. Fur- thermore, we present a method for detecting metaphors in the new dataset based on the textual content of the videos. The method achieves a high F1-score (62%) for metaphor- ical labels. We also experiment with other modalities and multimodal methods; however, these methods did not out-perform the text- based model.