The Cognitive NLP lab
The Cognitive NLP lab has been established as a part of Center for Indian Language Technology (CFILT)
with a view to uncover the neuro-cognitive underpinnings of Human Language Processing. The insights gained through such
research are expected to be translated into better algorithms in Natural Language Processing/ Computational Linguistics. We are currently located inside CFILT in the basement of Mathematics Building at IIT Bombay.
Recent research at Cognitive NLP lab includes understanding the cognitve sub-processes of human language translation, sentiment analysis, sarcasm detction, text-reading, understanding and annotation effort
using eye-tracking technology.
Downloadable Resources
1. Essay Grading Gaze Behaviour Dataset
To download this dataset, click
HERE. Please follow the "README" file for instructions. If you are using this dataset, please cite the following paper..
2. Eye-tracking and Text Quality
To download this dataset, click
HERE. Please follow the "README" file for instructions. If you are using this dataset, please cite the following paper..
3. IITB Eye-tracking and Reading Dataset
To download this dataset, click
HERE.
Please follow README for instructions. If you are using this dataset, please cite the following paper.
-
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya, Scanpath Complexity: Modeling Reading Effort using Gaze Information, AAAI 2017, San Francisco, USA, 4-9 February, 2017
4. Eye-tracking and Coreference Resolution Dataset
To download this dataset, click
HERE.
Please follow README for instructions. If you are using this dataset, please cite the following paper.
5. Eye-tracking and Sentiment Analysis-II
To download this dataset, click
HERE.
Please follow README for instructions. If you are using this dataset, please cite the following paper.
6. Eye-tracking and Sentiment Analysis-I
To download this dataset, click
HERE. Please follow the "README" file for instructions. If you are using this dataset, please cite the following paper..
7. Pointers to Other Relevant Datasets and Tools
To download the CRITT Translation Process Research Eye-Tracking database goto
http://bridge.cbs.dk/platform/?q=CRITT_TPR-db
To download Translog-II software (for replaying the eye-tracking log files in the form of XML), click
here.
Code, processed data and resources for replicating experiments reported in various papers are hosted
here. Contact
Abhijit Mishra for more details.