I am a PhD candidate in the Digital Linguistics group, supervised by Prof. Dr. Lena A. Jäger and Prof. Dr. Rico Sennrich. I am also a Grant Holder Manager of the MultiplEYE COST Action. 

The name of the project:
Leveraging Implicit Human Feedback for Training Large Language Models

Project Description

My PhD project lies at the intersection of natural language processing and cognitive science. It explores how signals of human attention—captured via eye-tracking during reading—can serve as implicit supervisory feedback to train and evaluate large language models. Specifically, I aim to identify optimal methods for integrating these cognitive signals into model development, enhancing performance on various downstream NLP tasks.

Funded by:
Digital Society Initiative Excellence Program

Duration:
2025–2029

The MultiplEYE Text Corpus: Towards a Diverse and Ever-Expanding Multilingual Text Corpus, LREC 2026
Ramunė Kasperė, Anna Bondar, Sergiu Nisioi, Maja Stegenwallner-Schütz, Hanne B. Søndergaard Knudsen, Ana Matić, Eva Pavlinušić Vilus, Dorota Klimek-Jankowska, Chiara Tschirner, Not Battesta Soliva, Deborah N. Jakobi, Cui Ding, Dima Abu Romi, Cengiz Acarturk, Matilda Agdler, Anton Marius Alexandru, Mohd Faizan Ansari, Annalisa Arcidiacono, Elizabete Ausma Velta Barisa, Ana Bautista, Lisa Beinborn, Yevgeni Berzak, Nedeljka Bjelanović, Anna Isabelle Bothmann, Jan Brasser, Caterina Cacioli, Anila Çepani, Ilze Ceple, Adelina Cerpja, Dalí Chirino, Jan Chromý, Alessandro Corona Mendozza, Iria de-Dios-Flores, Nazik Dinçtopal Deniz, Ana Došen, Kristian Elersič, Inmaculada Fajardo, Zigmunds Freibergs, Angelina Ganebnaya, Shan Gao, Jéssica Gomes, Annjo Klungervik Greenall, Alba Haveriku, Miao He, Anamaria Hodivoianu, Yu-Yin Hsu, Amanda Isaksen, Andreia Janeiro, Kristine Jensen de López, Aleksandar Jevremovic, Vojislav Jovanovic, Hanna Kędzierska, Nik Kharlamov, Sara Kosutar, Nelda Kote, Vanja Kovic, Izabela Krejtz, Thyra Krosness, Oleksandra Kuvshynova, Eilam Lavy, Ella Lion, Marta Łockiewicz, Kaidi Lõo, Paula Luegi, Mircea Mihai Marin, Clara Martin, Svitlana Matvieieva, Diane C. Mézière, Xavier Mínguez-López, Valeriia Modina, Jurgita Motiejūnienė, Marie-Luise Müller, Tolgonai Nasipbek kyzy, Jamal Abdul Nasir, Johanne S. K. Nedergård, Ayşegül Özkan, Patrizia Paggio, Marijan Palmović, Maria Christina Panagiotopoulou, Alberto Parola, Helena Pérez, Klaudia Petersen, Anja Podlesek, Eva Pospíšilová, Marta Praulina, Mikuláš Preininger, Loredana Pungă, Diego Rossini, Špela Rot, Habib Sani Yahaya, Irina A. Sekerina, Anne Gabija Skadina, Jordi Solé-Casals, Lonneke van der Plas, Saara M. Varjopuro, Spyridoula Varlokosta, João Veríssimo, Oskari Juhapekka Virtanen, Nemanja Vračar, Mila Vulchanova, Ahmad Mustapha Wali, Peizheng Wu, Nilgün Yücel, Stefan Frank, Nora Hollenstein, Lena Jäger
[ http | pdf | bib ]

AlEYEgnment: Leveraging Eye-Tracking-while-Reading to Align Language Models with Human Preferences, Gaze4NLP, RANLP Workshop
Anna Bondar, David Robert Reich, Lena A. Jäger
[http |pdf |bib]

MultiplEYE: Creating a multilingual eye-tracking-while-reading corpus,  ETRA 2025
Deborah N. Jakobi, Maja Stegenwallner-Schütz, Nora Hollenstein, Cui Ding, Ramune Kaspere, Ana Matić Škorić, Eva Pavlinušić Vilus, Stefan L. Frank, Marie-Luise Müller, Kristine M. Jenssen de López, Nik Kharlamov, Hanne Bruun Søndergaard Knudsen, Yevgeni Berzak, Ella Lion, Irina A. Sekerina, Cengiz Acarturk, Mohd Faizan Ansari, Katarzyna Harężlak, Paweł Kasprowski, Ana Bautista, Lisa Beinborn, Anna Bondar, Antonia Boznou, Leah Bradshaw, Miao He, Jana Hofmann, Thyra Krosness, Not Battesta Soliva, Anila Çepani, Kristina Cergol, Ana Došen, Marijan Palmović, Adelina Çerpja, Dalí Chirino, Jan Chromý, Vera Demberg, Iza Škrjanec, Nazik Dinçtopal Deniz, Inmaculada Fajardo, Mariola Giménez-Salvador, Xavier Minguez, Maroš Filip, Zigmunds Freibergs, Jéssica Gomes, Andreia Janeiro, Paula Luegi, João Veríssimo, Sasho Gramatikov, Jana Hasenäcker, Alba Haveriku, Nelda Kote, Muhammad M. Kamal, Hanna Kędzierska, Dorota Klimek-Jankowska, Sara Košutar, Daniel Krakowczyk, Izabela Krejtz, Marta Łockiewicz, Kaidi Lõo, Jurgita Motiejuniene, Jamal A. Nasir, Johanne Sofie Krog Nedergård, Ayşegül Özkan, Mikuláš Preininger, Loredana Punga, David R. Reich, Chiara Tschirner, Špela Rot, Andreas Säuberli, Jordi Solé-Casals, Ekaterina Strati, Igor Svoboda, Evis Trandafili, Spyridoula Varlokosta, Mila Vulchanova, Lena A. Jäger
[http |pdf  |bib]

CoLAGaze: A Corpus of Eye Movements for Linguistic Acceptability,  ETRA 2025
Anna Bondar, David R. Reich, Lena A. Jäger
[http |pdf  |bib]