Publication List

Please find our group's publications below.

Semi-supervised Structured Prediction with Neural CRF Autoencoder.
X. Zhang, Y. Jiang, H. Peng, K. Tu, and D. Goldwasser.
In Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP'17), Copenhagen, Denmark, 2017.

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Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter.
K. Johnson, D. Jin, and D. Goldwasser.
In Proc. 55th Annual Meeting of the Association for Computational Linguistics (ACL'17), Vancouver, Canada, 2017.

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Ideological Phrase Indicators for Classification of Political Discourse Framing on Twitter.
K. Johnson, I. Lee, and D. Goldwasser.
In Proc. Second Workshop on NLP and Computational Social Science (NLP+CSS, in conjunction with ACL'17), Vancouver, Canada, 2017.

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Modeling of Political Discourse on Twitter.
K. Johnson.
In Proc. First Workshop on Women and Underrepresented Minorities in NLP (WiNLP, in conjunction with ACL'17), Vancouver, Canada, 2017.

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PurdueNLP at SemEval-2017 Task 1: Predicting Semantic Textual Similarity with Paraphrase and Event Embeddings..
I. Lee, M. Goindani, C. Li, D. Jin, K. Johnson, X. Zhang, M. Pacheco, and D. Goldwasser.
In Proc. 11th International Workshop on Semantic Evaluation (SemEval-2017, in conjunction with ACL'17), Vancouver, Canada, 2017.

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Modeling of Political Discourse Framing on Twitter.
K. Johnson, D. Jin, and D. Goldwasser.
In Proc. 11th International AAAI Conference on Web and Social Media (ICWSM-17), Montreal, Canada, 2017.

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"All I know about politics is what I read in Twitter": Weakly Supervised Models for Extracting Politicians' Stances from Twitter.
K. Johnson and D. Goldwasser.
In Proc. COLING 2016, 26th International Conference on Computational Linguistics, Osaka, Japan, 2016.

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DRaiL: A Step Towards Declarative Deep Relational Learning.
X. Zhang, M. L. Pacheco, C. Li, and D. Goldwasser.
In Proc. EMNLP 2016 Workshop on Structured Prediction (EMNLP'16), Austin, TX, 2016.

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Identifying Stance by Analyzing Political Discourse on Twitter.
K. Johnson and D. Goldwasser.
In Proc. First Workshop on NLP and Computational Social Science (NLP+CSS, in conjunction with EMNLP'16), Austin, TX, 2016.

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Understanding Satirical Articles Using Common Sense.
D. Goldwasser and X. Zhang.
In Proc. Transactions of the Association for Computational Linguistics (TACL, in conjunction with EMNLP'16), Austin, TX, 2016.

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Adapting Event Embedding for Implicit Discourse Relations.
M. L. Pacheco, I. Lee, X. Zhang, A. K. Zehady, P. Daga, D. Jin, A. Parolia, and D. Goldwasser.
In Proc. CoNLL Shared Task (CoNLL'16), Berlin, Germany, 2016.

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