Hovy, Eduard

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Ma, X., & Hovy, E. (2016) · Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 2,567

Self-Training With Noisy Student Improves ImageNet Classification

Xie, Q., Luong, M.-T., Hovy, E., & Le, Q. V. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 2,393

RACE: Large-scale ReAding Comprehension Dataset From Examinations

Lai, G., Xie, Q., Liu, H., Yang, Y., & Hovy, E. (2017) · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing

Topic ModelingReading and Literacy Development

Cited by 1,044

OntoNotes: the 90% solution

Hovy, E., Marcus, M., Palmer, M., Ramshaw, L., & Weischedel, R. (2006) · Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers on XX - NAACL '06

Natural Language Processing TechniquesTopic Modeling

Cited by 806

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications

Kang, D., Ammar, W., Dalvi, B., Zuylen, M., Kohlmeier, S., Hovy, E., & Schwartz, R. (2018) · Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Sentiment Analysis and Opinion MiningNatural Language Processing Techniques

Cited by 270

Measuring and improving consistency in pretrained language models

Elazar, Y., Kassner, N., Ravfogel, S., Ravichander, A., Hovy, E., Schütze, H., & Goldberg, Y. (2021) · Transactions of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 220

Factuality challenges in the era of large language models and opportunities for fact-checking

Augenstein, I., Baldwin, T., Cha, M., Chakraborty, T., Ciampaglia, G. L., Corney, D., DiResta, R., Ferrara, E., Hale, S., Halevy, A., et al. (2024) · Nature Machine Intelligence

Misinformation and Its ImpactsTopic Modeling

Cited by 187

Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models

Jhamtani, H., Gangal, V., Hovy, E., & Nyberg, E. (2017) · Proceedings of the Workshop on Stylistic Variation

Natural Language Processing TechniquesTopic Modeling

Cited by 156

Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?

Ravichander, A., Belinkov, Y., & Hovy, E. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 133

Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?

Ravichander, A., Belinkov, Y., & Hovy, E. (2021) · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

Topic ModelingNatural Language Processing Techniques

Cited by 132

Exploring Numeracy in Word Embeddings

Naik, A., Ravichander, A., Rose, C., & Hovy, E. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 49

Factuality Challenges in the Era of Large Language Models

Augenstein, I., Baldwin, T., Cha, M., Chakraborty, T., Ciampaglia, G. L., Corney, D., DiResta, R., Ferrara, E., Hale, S., Halevy, A., et al. (2023) · arXiv

Misinformation and Its ImpactsEthics and Social Impacts of AI

Cited by 32

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications

Kang, D., Ammar, W., Dalvi, B., van Zuylen, M., Kohlmeier, S., Hovy, E., & Schwartz, R. (2018) · arXiv

Computational and Text Analysis MethodsAcademic Writing and Publishing

Cited by 28

EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection

Yang, S., Han, S. C., Ma, X., Li, Y., Madani, M. R. G., & Hovy, E. (2026) · arXiv

Evolutionary Algorithms and ApplicationsAI-based Problem Solving and Planning

Cited by 0