Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness.
CoRR, 2023
Named Entity Recognition in a Very Homogenous Domain.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Temporal Effects on Pre-trained Models for Language Processing Tasks.
Trans. Assoc. Comput. Linguistics, 2022
Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve.
Comput. Linguistics, 2021
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training.
CoRR, 2020
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models.
CoRR, 2020
Entity Linking via Dual and Cross-Attention Encoders.
CoRR, 2020
Word Embeddings (Also) Encode Human Personality Stereotypes.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Named Person Coreference in English News.
CoRR, 2018