We are a research group in the Institute for Machine Learning within the Department of Computer Science at the ETH Zurich. We are also part of the ETH AI center, the Max Planck ETH Center for Learning Systems, the Ellis Society and the ETH Zurich - EPFL Joint Doctoral Program in the Learning Sciences.
Our research spans natural language processing, deep learning, and knowledge representation and reasoning. We also work on problems in the intersection of NLP and Education. Our current focus areas include:
- Reasoning in natural language, particularly neuro-symbolic approaches and causality
- Processing of long documents and contexts
- Human-centered NLP in educational contexts
We are located in the beautiful city of Zurich in Switzerland. We regularly exchange ideas and work with our neighbors in Rycolab and the Zurich-NLP group, as well as with our colleagues in the Institute for Machine Learning.
We are grateful for funding from SNF, ETH Research Grants, Haslerstiftung, the ETH AI center and the Max Planck ETH Center for Learning Systems.
News
29. January 2023Mrinmaya is giving an invited talk at Google Research Week.
22. January 20234 papers accepted at EACL + Findings. Congratulations to all the authors!
23. November 2022Our paper Adapters for Enhanced Modeling of Multilingual Knowledge and Text won best paper at the multilingual representation learning workshop at EMNLP 2022. Congrats to Yifan Hou and Carl Allen!
28. October 2022Mrinmaya is giving an invited talk at Cambridge University.
6. October 20227 papers accepted at EMNLP + Findings. Congratulations to all the authors!
15. September 20221 paper accepted as an Oral at NeurIPS. Congratulations to all the authors!
15. August 2022Yifan Hou was awarded a SDSC fellowship. Congratulations to Yifan!
14. August 2022Zhijing Jin was awarded a Open Phil AI Fellowship and a Future of Life Institute PhD Fellowship. Congratulations to Zhijing!
1. July 20221 paper accepted at TMLR. Congratulations to all the authors!