| 2026 | EACL | Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study. | Liel Binyamin, Elior Sulem |
| 2025 | ACL | LCHAIM - Investigating Long Context Reasoning in Hebrew. | Ehud Malul, Oriel Perets, Ziv Mor, Yigal Kassel, Elior Sulem |
| 2023 | EMNLP | Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy. | Yahan Yang, Elior Sulem, Insup Lee, Dan Roth |
| 2022 | NAACL | Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions. | Elior Sulem, Jamaal Hay, Dan Roth |
| 2021 | ACL | Zero-shot Event Extraction via Transfer Learning: Challenges and Insights. | Qing Lyu, Hongming Zhang, Elior Sulem, Dan Roth |
| 2021 | CoNLL | BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language. | Philip A. Huebner, Elior Sulem, Cynthia Fisher, Dan Roth |
| 2021 | EMNLP | Do We Know What We Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0. | Elior Sulem, Jamaal Hay, Dan Roth |
| 2019 | ACL | The Language of Legal and Illegal Activity on the Darknet. | Leshem Choshen, Dan Eldad, Daniel Hershcovich, Elior Sulem, Omri Abend |
| 2018 | ACL | Simple and Effective Text Simplification Using Semantic and Neural Methods. | Elior Sulem, Omri Abend, Ari Rappoport |
| 2018 | EMNLP | BLEU is Not Suitable for the Evaluation of Text Simplification. | Elior Sulem, Omri Abend, Ari Rappoport |
| 2018 | NAACL | Semantic Structural Evaluation for Text Simplification. | Elior Sulem, Omri Abend, Ari Rappoport |