| KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning BY Lin, X Chen, J Chen, X Ren Proceedings of EMNLP 2019 (oral), 2019 | 323 | 2019 |
| CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning BY Lin, W Zhou, M Shen, P Zhou, C Bhagavatula, Y Choi, X Ren in Findings of EMNLP 2020, 2020 | 197 | 2020 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 175 | 2022 |
| Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering Y Feng, X Chen, BY Lin, P Wang, J Yan, X Ren in Proc. of EMNLP 2020, 2020 | 137 | 2020 |
| Multi-channel BiLSTM-CRF Model for Named Entity Recognition BY Lin, FF Xu, Z Luo, KQ Zhu Proceedings of EMNLP 2017 W-NUT Workshop, 2017 | 126* | 2017 |
| Neural Adaptation Layers for Cross-domain Named Entity Recognition BY Lin, W Lu Proceedings of EMNLP 2018, 2018 | 95 | 2018 |
| Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models BY Lin, S Lee, R Khanna, X Ren in Proc. of EMNLP 2020, 2020 | 90 | 2020 |
| CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Q Ye, BY Lin, X Ren EMNLP 2021, 2021 | 84 | 2021 |
| FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks BY Lin, C He, Z Zeng, H Wang, Y Huang, M Soltanolkotabi, X Ren, ... in Proc. of NAACL 2022 Findings, 2021 | 70* | 2021 |
| TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition BY Lin, DH Lee, M Shen, R Moreno, X Huang, P Shiralkar, X Ren in Proc. of ACL 2020, 2020 | 67 | 2020 |
| Pre-training Text-to-Text Transformers for Concept-Centric Common Sense W Zhou, DH Lee, RK Selvam, S Lee, BY Lin, X Ren in Proc. of ICLR 2021, 2021 | 42 | 2021 |
| NERO: A neural rule grounding framework for label-efficient relation extraction W Zhou, H Lin, BY Lin, Z Wang, J Du, L Neves, X Ren Proceedings of The Web Conference (WWW) 2020, 2020 | 42 | 2020 |
| FreeDOM: A transferable neural architecture for structured information extraction on web documents BY Lin, Y Sheng, N Vo, S Tata Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 34 | 2020 |
| AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging BY Lin, DH Lee, FF Xu, O Lan, X Ren Proceedings of ACL 2019, 2019 | 30 | 2019 |
| Differentiable Open-Ended Commonsense Reasoning BY Lin, H Sun, B Dhingra, M Zaheer, X Ren, WW Cohen in Proc. of NAACL 2021, 2021 | 28 | 2021 |
| RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms P Zhou, R Khanna, BY Lin, D Ho, X Ren, J Pujara EMNLP 2021, 2020 | 28* | 2020 |
| Mining Cross-Cultural Differences and Similarities in Social Media BY Lin, FF Xu, K Zhu, S Hwang Proceedings of the ACL 2018, 2018 | 27 | 2018 |
| Automatic Extraction of Commonsense LocatedNear Knowledge FF Xu*, BY Lin*, KQ Zhu Proceedings of the ACL 2018, 2018 | 26 | 2018 |
| RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models B Yuchen Lin, W Gao, J Yan, R Moreno, X Ren in Proc. of EMNLP 2021, arXiv: 2109.05620, 2021 | 25* | 2021 |
| Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling. O Lan, X Huang, BY Lin, J He, L Liu, X Ren in Proc. of ACL 2020, 2020 | 25 | 2020 |
Xiang RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaAdresse e-mail validée de usc.edu
