| Membership inference attacks against language models via neighbourhood comparison J Mattern, F Mireshghallah, Z Jin, B Schölkopf, M Sachan, ... arXiv preprint arXiv:2305.18462, 2023 | 303 | 2023 |
| Distilling reasoning capabilities into smaller language models K Shridhar, A Stolfo, M Sachan Findings of the Association for Computational Linguistics: ACL 2023, 7059-7073, 2023 | 278* | 2023 |
| Using content and interactions for discovering communities in social networks M Sachan, D Contractor, TA Faruquie, LV Subramaniam Proceedings of the 21st international conference on World Wide Web, 331-340, 2012 | 240 | 2012 |
| Cladder: Assessing causal reasoning in language models Z Jin, Y Chen, F Leeb, L Gresele, O Kamal, Z Lyu, K Blin, ... Advances in Neural Information Processing Systems 36, 31038-31065, 2023 | 230 | 2023 |
| Holodeck: Language guided generation of 3d embodied ai environments Y Yang, FY Sun, L Weihs, E VanderBilt, A Herrasti, W Han, J Wu, N Haber, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 205 | 2024 |
| Can large language models infer causation from correlation? Z Jin, J Liu, Z Lyu, S Poff, M Sachan, R Mihalcea, M Diab, B Schölkopf arXiv preprint arXiv:2306.05836, 2023 | 200 | 2023 |
| A mechanistic interpretation of arithmetic reasoning in language models using causal mediation analysis A Stolfo, Y Belinkov, M Sachan arXiv preprint arXiv:2305.15054, 2023 | 167 | 2023 |
| Contextual parameter generation for universal neural machine translation EA Platanios, M Sachan, G Neubig, T Mitchell arXiv preprint arXiv:1808.08493, 2018 | 157 | 2018 |
| Agents: An open-source framework for autonomous language agents W Zhou, YE Jiang, L Li, J Wu, T Wang, S Qiu, J Zhang, J Chen, R Wu, ... arXiv preprint arXiv:2309.07870, 2023 | 151* | 2023 |
| When to make exceptions: Exploring language models as accounts of human moral judgment Z Jin, S Levine, F Gonzalez Adauto, O Kamal, M Sap, M Sachan, ... Advances in neural information processing systems 35, 28458-28473, 2022 | 147 | 2022 |
| Mathdial: A dialogue tutoring dataset with rich pedagogical properties grounded in math reasoning problems J Macina, N Daheim, S Chowdhury, T Sinha, M Kapur, I Gurevych, ... Findings of the Association for Computational Linguistics: EMNLP 2023, 5602-5621, 2023 | 138 | 2023 |
| Controlled text generation with natural language instructions W Zhou, YE Jiang, E Wilcox, R Cotterell, M Sachan International Conference on Machine Learning, 42602-42613, 2023 | 124 | 2023 |
| Solving Electrical Networks to incorporate Supervision in Random Walks M Sachan, D Hovy, E Hovy Proceedings of the 22nd International Conference on World Wide Web, 109-110, 2013 | 122 | 2013 |
| Easy questions first? a case study on curriculum learning for question answering M Sachan, E Xing Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 116 | 2016 |
| Logical fallacy detection Z Jin, A Lalwani, T Vaidhya, X Shen, Y Ding, Z Lyu, M Sachan, ... arXiv preprint arXiv:2202.13758, 2022 | 114 | 2022 |
| Self-training for jointly learning to ask and answer questions M Sachan, E Xing Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 112 | 2018 |
| Identifying metaphorical word use with tree kernels D Hovy, S Srivastava, SK Jauhar, M Sachan, K Goyal, H Li, W Sanders, ... Proceedings of the First Workshop on Metaphor in NLP, 52-57, 2013 | 105 | 2013 |
| Effective use of bidirectional language modeling for transfer learning in biomedical named entity recognition DS Sachan, P Xie, M Sachan, EP Xing Machine learning for healthcare conference, 383-402, 2018 | 95 | 2018 |
| Recurrentgpt: Interactive generation of (arbitrarily) long text W Zhou, YE Jiang, P Cui, T Wang, Z Xiao, Y Hou, R Cotterell, M Sachan arXiv preprint arXiv:2305.13304, 2023 | 94 | 2023 |
| Autoregressive structured prediction with language models T Liu, YE Jiang, N Monath, R Cotterell, M Sachan Findings of the Association for Computational Linguistics: EMNLP 2022, 993-1005, 2022 | 94 | 2022 |
Zhijing JinMax Planck InstituteVerified email at ethz.ch
