---
title: "Mirella Lapata — papers of 2018 — 7 papers, the most cited first"
description: "Mirella Lapata — papers of 2018: 7 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Mirella Lapata — papers of 2018 — 7 papers, the most cited first

7 papers · [all years of Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/#years)

**[Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization](https://md.research.elamur.ai/free/en/papers/narayan-2018-don-t-give-me-details/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Shashi Narayan, Shay B. Cohen, Mirella Lapata*2018 · 2,149 citations*

**[Ranking Sentences for Extractive Summarization with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/narayan-2018-ranking-sentences-extractive-summarization-reinforcement/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Shashi Narayan, Shay B. Cohen, Mirella Lapata*2018 · 290 citations*

**[Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised](https://md.research.elamur.ai/free/en/papers/angelidis-2018-summarizing-opinions-aspect-extraction-meets/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Stefanos Angelidis, Mirella Lapata*2018 · 266 citations*

**[Neural Latent Extractive Document Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2018-neural-latent-extractive-document-summarization/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xingxing Zhang, Mirella Lapata, Furu Wei, et al.*2018 · 220 citations*

**[Learning Structured Text Representations](https://md.research.elamur.ai/free/en/papers/liu-2018-learning-structured-text-representations/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yang Liu, Mirella Lapata*2018 · 203 citations*

**[Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/angelidis-2018-multiple-instance-learning-networks-fine/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Stefanos Angelidis, Mirella Lapata*2018 · 154 citations*

**[Whodunnit? Crime Drama as a Case for Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/frermann-2018-whodunnit-crime-drama-as-case/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Lea Frermann, Shay B. Cohen, Mirella Lapata*2018 · 22 citations*