| 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 | 103 | 2022 |
| 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 ACL 2020, 2020 | 62 | 2020 |
| Pre-training Text-to-Text Transformers for Concept-centric Common Sense W Zhou*, DH Lee*, RK Selvam, S Lee, BY Lin, X Ren ICLR 2021, 2020 | 35 | 2020 |
| Fake news detection using deep learning DH Lee, YR Kim, HJ Kim, SM Park, YJ Yang Journal of Information Processing Systems 15 (5), 1119-1130, 2019 | 30 | 2019 |
| AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging BY Lin*, DH Lee*, FF Xu, O Lan, X Ren ACL 2019, 2019 | 26 | 2019 |
| Systematizing Confidence in Open Research and Evidence (SCORE) N Alipourfard, B Arendt, DJ Benjamin, N Benkler, M Bishop, M Burstein, ... SocArXiv, 2021 | 23 | 2021 |
| RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge BY Lin, Z Wu, Y Yang, DH Lee, X Ren ACL 2021 Findings, 2021 | 16* | 2021 |
| ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data W Jin, R Khanna, S Kim, DH Lee, F Morstatter, A Galstyan, X Ren ACL 2021, 2020 | 15* | 2020 |
| LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation DH Lee*, R Khanna*, BY Lin, J Chen, S Lee, Q Ye, E Boschee, L Neves, ... ACL 2020, 2020 | 14 | 2020 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER DH Lee, A Kadakia, K Tan, M Agarwal, X Feng, T Shibuya, R Mitani, ... ACL 2022, 2021 | 13 | 2021 |
| Machine-Assisted Script Curation MR Ciosici, J Cummings, M DeHaven, A Hedges, Y Kankanampati, ... NAACL 2021, 2021 | 4 | 2021 |
| Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer W Jin*, DH Lee*, C Zhu, J Pujara, X Ren ACL 2022, 2022 | 3 | 2022 |
| Perhaps PTLMs Should Go to School--A Task to Assess Open Book and Closed Book QA MR Ciosici, J Cecil, A Hedges, DH Lee, M Freedman, R Weischedel EMNLP 2021, 2021 | 2 | 2021 |
| Improving Text Auto-Completion with Next Phrase Prediction DH Lee, Z Hu, RKW Lee EMNLP 2021 Findings, 2021 | 2 | 2021 |
| AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction DH Lee, RK Selvam, SM Sarwar, BY Lin, M Agarwal, F Morstatter, ... EACL 2023, 2023 | 1 | 2023 |
| Comparison of performance between MariaDB and PostgreSQL in terms of CPU overhead DH Lee, MC Song, YT Cho, SW Kim Proceedings of the Korea Information Processing Society Conference, 297-299, 2018 | 1 | 2018 |
| Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality P Zhou, H Cho, P Jandaghi, DH Lee, BY Lin, J Pujara, X Ren EMNLP 2022, 2022 | | 2022 |
| XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models DH Lee, A Kadakia, B Joshi, A Chan, Z Liu, K Narahari, T Shibuya, ... arXiv preprint arXiv:2210.16978, 2022 | | 2022 |
| Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model JH Lee*, DH Lee*, E Sheen, T Choi, J Pujara, J Kim arXiv preprint arXiv:2210.15237, 2022 | | 2022 |
| Assessing Scientific Research Papers with Knowledge Graphs K Sun, Z Qiu, A Salinas, Y Huang, DH Lee, D Benjamin, F Morstatter, ... SIGIR 2022, 2022 | | 2022 |
Xiang RenViterbi Early Career Chair & Assistant Professor, University of Southern CaliforniaVerified email at usc.edu
