---
title: "Noah A. Smith — papers of 2015 — 7 papers, the most cited first"
description: "Noah A. Smith — papers of 2015: 7 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Noah A. Smith — papers of 2015 — 7 papers, the most cited first

7 papers · [all years of Noah A. Smith](https://md.research.elamur.ai/free/en/authors/noah-a-smith/#years)

- [Transition-Based Dependency Parsing with Stack Long Short-Term Memory](https://md.research.elamur.ai/free/en/papers/dyer-2015-transition-based-dependency-parsing-stack/) — Chris Dyer, Miguel Ballesteros, Wang Ling, et al. · English · 868 citations

**[Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs](https://md.research.elamur.ai/free/en/papers/ballesteros-2015-improved-transition-based-parsing-modeling/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Miguel Ballesteros, Chris Dyer, Noah A. Smith*2015 · 403 citations*

**[The Media Frames Corpus: Annotations of Frames Across Issues](https://md.research.elamur.ai/free/en/papers/card-2015-media-frames-corpus-annotations-frames/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dallas Card, Amber E. Boydstun, Justin H. Gross, et al.*2015 · 363 citations*

**[Toward Abstractive Summarization Using Semantic Representations](https://md.research.elamur.ai/free/en/papers/liu-2015-abstractive-summarization-semantic-representations/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Fei Liu, Jeffrey Flanigan, Sam Thomson, et al.*2015 · 338 citations*

**[Sparse Overcomplete Word Vector Representations](https://md.research.elamur.ai/free/en/papers/faruqui-2015-sparse-overcomplete-word-vector-representations/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, et al.*2015 · 228 citations*

- [A Corpus and Model Integrating Multiword Expressions and Supersenses](https://md.research.elamur.ai/free/en/papers/schneider-2015-corpus-model-integrating-multiword-expressions/) — Nathan Schneider, Noah A. Smith · English · 111 citations

**[Frame-Semantic Role Labeling with Heterogeneous Annotations](https://md.research.elamur.ai/free/en/papers/kshirsagar-2015-frame-semantic-role-labeling-heterogeneous/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Meghana Kshirsagar, Sam Thomson, Nathan Schneider, et al.*2015 · 88 citations*