Payam KarisaniDepartment of Computer ScienceUniversity of Illinois Urbana-Champaign (UIUC) Urbana, IL, USA |
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I am a researcher in Natural Language Processing and Machine Learning. I work on large language models and their deficiencies. Selected academic activities (the list will not be updated anymore): pc-member for ICML 2020–2024, ICLR 2021–2024, NIPS 2021–2023, AAAI 2021–2023. 8. Fact Checking Beyond Training Set Venue: NAACL 2024 (full paper at the main research track, acceptance rate: ? (~20%)) Authors: P. K., H. J. Link | Code (soon) 7. Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences Venue: NAACL 2024 (full paper at the main research track, acceptance rate: ? (~20%)) Authors: H. L., Q. W., P. K., H. J. Link 6. Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets Venue: ACL 2023 (full paper at the Findigs research track, acceptance rate: ? (~30%)) Authors: P. K. Link | Code 5. Multi-View Active Learning for Short Text Classification in User-Generated Data Venue: EMNLP 2022 (full paper at the Findigs research track, acceptance rate: ? (~30%)) Authors: P. K., N. K., L. X. Link | Data 4. Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Venue: AAAI 2022 (full paper at the main research track, acceptance rate: 15.0% out of 9020 papers) [Oral] Authors: P. K. Link | Code 3. Semi-Supervised Text Classification via Self-Pretraining Venue: WSDM 2021 (full paper at the main research track, acceptance rate: 18.6% out of 603 papers) [Oral] Authors: P. K., N. K. Link | Code 2. Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Venue: WWW 2020 (full paper at the main research track, acceptance rate: 19.2% out of 1129 papers) [Oral] Authors: P. K., J. H., E. A. Link 1. Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media Venue: WWW 2018 (full paper at the main research track, acceptance rate: 15.0% out of 1140 papers. Best Paper Runner-Up.) [Oral] Authors: P. K., E. A. Link | Code | Data |
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