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EMMT: A simultaneous eye-tracking, 4-electrode EEG and audio corpus for multi-modal reading and translation scenarios

arXiv 2204.02905 ↗First posted 6 Apr 2022cs.CL cs.HCcited by 2

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Abstract (arXiv)

We present the Eyetracked Multi-Modal Translation (EMMT) corpus, a dataset containing monocular eye movement recordings, audio and 4-electrode electroencephalogram (EEG) data of 43 participants. The objective was to collect cognitive signals as responses of participants engaged in a number of language intensive tasks involving different text-image stimuli settings when translating from English to Czech. Each participant was exposed to 32 text-image stimuli pairs and asked to (1) read the English sentence, (2) translate it into Czech, (3) consult the image, (4) translate again, either updating or repeating the previous translation. The text stimuli consisted of 200 unique sentences with 616 unique words coupled with 200 unique images as the visual stimuli. The recordings were collected over a two week period and all the participants included in the study were Czech natives with strong English skills. Due to the nature of the tasks involved in the study and the relatively large number of participants involved, the corpus is well suited for research in Translation Process Studies, Cognitive Sciences among other disciplines.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 7 of its 29 references that are in the map. First posted on arXiv 6 Apr 2022.

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7 of 29 references.

References · 7

  1. 2019Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNscited by 90
  2. 2017Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Descriptioncited by 76
  3. 2019Multimodal Machine Translation through Visuals and Speechcited by 29
  4. 2019Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translationcited by 16
  5. 2016Do You See What I Mean? Visual Resolution of Linguistic Ambiguitiescited by 9
  6. 2019A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interactioncited by 2
  7. 2021Comparing Visual Reasoning in Humans and AIcited by 2

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Citing papers per year: 2022: 1; 2023: 1.

2 papers.