| 2023 | ICASSP | Self-Healing Through Error Detection, Attribution, and Retraining. | Ansel MacLaughlin, Anna Rumshisky, Rinat Khaziev, Anil Ramakrishna, Yuval Merhav, Rahul Gupta |
| 2022 | COLING | Robust Candidate Generation for Entity Linking on Short Social Media Texts. | Liam Hebert, Raheleh Makki, Shubhanshu Mishra, Hamidreza Saghir, Anusha Kamath, Yuval Merhav |
| 2022 | NAACL | Controlled Data Generation via Insertion Operations for NLU. | Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky, Wael Hamza |
| 2021 | EMNLP | Towards Realistic Single-Task Continuous Learning Research for NER. | Justin Payan, Yuval Merhav, He Xie, Satyapriya Krishna, Anil Ramakrishna, Mukund Sridhar, Rahul Gupta |
| 2018 | COLING | Design Challenges in Named Entity Transliteration. | Yuval Merhav, Stephen Ash |
| 2017 | ICLR | Automated Generation of Multilingual Clusters for the Evaluation of Distributed Representations. | Philip Blair, Yuval Merhav, Joel Barry |
| 2012 | NAACL | A Weighting Scheme for Open Information Extraction. | Yuval Merhav |
| 2010 | SIGIR | Incorporating global information into named entity recognition systems using relational context. | Yuval Merhav, Filipe de S Mesquita, Denilson Barbosa, Wai Gen Yee, Ophir Frieder |
| 2009 | SAC | A sentence level probabilistic model for evolutionary theme pattern mining from news corpora. | Shizhu Liu, Yuval Merhav, Wai Gen Yee, Nazli Goharian, Ophir Frieder |
| 2008 | SAC | On filtering irrelevant results in peer-to-peer search. | Yuval Merhav, Ophir Frieder |
| 2008 | SIGIR | On multiword entity ranking in peer-to-peer search. | Yuval Merhav, Ophir Frieder |