Paper Group NANR 91
Generating Topical Poetry. MedNLPDoc: Japanese Shared Task for Clinical NLP. Abstractive Compression of Captions with Attentive Recurrent Neural Networks. Distributed Vector Representations for Unsupervised Automatic Short Answer Grading. User Modeling in Language Learning with Macaronic Texts. A Corpus of Wikipedia Discussions: Over the Years, wit …
Generating Topical Poetry
| Title | Generating Topical Poetry |
| Authors | Marjan Ghazvininejad, Xing Shi, Yejin Choi, Kevin Knight |
| Abstract | |
| Tasks | |
| Published | 2016-11-01 |
| URL | https://www.aclweb.org/anthology/D16-1126/ |
| https://www.aclweb.org/anthology/D16-1126 | |
| PWC | https://paperswithcode.com/paper/generating-topical-poetry |
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MedNLPDoc: Japanese Shared Task for Clinical NLP
| Title | MedNLPDoc: Japanese Shared Task for Clinical NLP |
| Authors | Eiji Aramaki, Yoshinobu Kano, Tomoko Ohkuma, Mizuki Morita |
| Abstract | Due to the recent replacements of physical documents with electronic medical records (EMR), the importance of information processing in medical fields has been increased. We have been organizing the MedNLP task series in NTCIR-10 and 11. These workshops were the first shared tasks which attempt to evaluate technologies that retrieve important information from medical reports written in Japanese. In this report, we describe the NTCIR-12 MedNLPDoc task which is designed for more advanced and practical use for the medical fields. This task is considered as a multi-labeling task to a patient record. This report presents results of the shared task, discusses and illustrates remained issues in the medical natural language processing field. |
| Tasks | Information Retrieval |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/W16-4203/ |
| https://www.aclweb.org/anthology/W16-4203 | |
| PWC | https://paperswithcode.com/paper/mednlpdoc-japanese-shared-task-for-clinical |
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Abstractive Compression of Captions with Attentive Recurrent Neural Networks
| Title | Abstractive Compression of Captions with Attentive Recurrent Neural Networks |
| Authors | S Wubben, er, Emiel Krahmer, Antal van den Bosch, Suzan Verberne |
| Abstract | |
| Tasks | Machine Translation, Sentence Compression, Text Generation, Text Summarization |
| Published | 2016-09-01 |
| URL | https://www.aclweb.org/anthology/W16-6608/ |
| https://www.aclweb.org/anthology/W16-6608 | |
| PWC | https://paperswithcode.com/paper/abstractive-compression-of-captions-with |
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Distributed Vector Representations for Unsupervised Automatic Short Answer Grading
| Title | Distributed Vector Representations for Unsupervised Automatic Short Answer Grading |
| Authors | Oliver Adams, Shourya Roy, Raghuram Krishnapuram |
| Abstract | We address the problem of automatic short answer grading, evaluating a collection of approaches inspired by recent advances in distributional text representations. In addition, we propose an unsupervised approach for determining text similarity using one-to-many alignment of word vectors. We evaluate the proposed technique across two datasets from different domains, namely, computer science and English reading comprehension, that additionally vary between highschool level and undergraduate students. Experiments demonstrate that the proposed technique often outperforms other compositional distributional semantics approaches as well as vector space methods such as latent semantic analysis. When combined with a scoring scheme, the proposed technique provides a powerful tool for tackling the complex problem of short answer grading. We also discuss a number of other key points worthy of consideration in preparing viable, easy-to-deploy automatic short-answer grading systems for the real-world. |
| Tasks | Reading Comprehension, Word Embeddings |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/W16-4904/ |
| https://www.aclweb.org/anthology/W16-4904 | |
| PWC | https://paperswithcode.com/paper/distributed-vector-representations-for |
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User Modeling in Language Learning with Macaronic Texts
| Title | User Modeling in Language Learning with Macaronic Texts |
| Authors | Adithya Renduchintala, Rebecca Knowles, Philipp Koehn, Jason Eisner |
| Abstract | |
| Tasks | |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/P16-1175/ |
| https://www.aclweb.org/anthology/P16-1175 | |
| PWC | https://paperswithcode.com/paper/user-modeling-in-language-learning-with |
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A Corpus of Wikipedia Discussions: Over the Years, with Topic, Power and Gender Labels
| Title | A Corpus of Wikipedia Discussions: Over the Years, with Topic, Power and Gender Labels |
| Authors | Vinodkumar Prabhakaran, Owen Rambow |
| Abstract | In order to gain a deep understanding of how social context manifests in interactions, we need data that represents interactions from a large community of people over a long period of time, capturing different aspects of social context. In this paper, we present a large corpus of Wikipedia Talk page discussions that are collected from a broad range of topics, containing discussions that happened over a period of 15 years. The dataset contains 166,322 discussion threads, across 1236 articles/topics that span 15 different topic categories or domains. The dataset also captures whether the post is made by an registered user or not, and whether he/she was an administrator at the time of making the post. It also captures the Wikipedia age of editors in terms of number of months spent as an editor, as well as their gender. This corpus will be a valuable resource to investigate a variety of computational sociolinguistics research questions regarding online social interactions. |
| Tasks | |
| Published | 2016-05-01 |
| URL | https://www.aclweb.org/anthology/L16-1322/ |
| https://www.aclweb.org/anthology/L16-1322 | |
| PWC | https://paperswithcode.com/paper/a-corpus-of-wikipedia-discussions-over-the |
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Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization
| Title | Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization |
| Authors | Markus Zopf, Eneldo Loza Menc{'\i}a, Johannes F{"u}rnkranz |
| Abstract | |
| Tasks | Document Summarization, Multi-Document Summarization, Text Summarization |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/K16-1009/ |
| https://www.aclweb.org/anthology/K16-1009 | |
| PWC | https://paperswithcode.com/paper/beyond-centrality-and-structural-features |
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| Framework | |
Creating rich online dictionaries for the Lao–French language pair, reusable for Machine Translation
| Title | Creating rich online dictionaries for the Lao–French language pair, reusable for Machine Translation |
| Authors | Vincent Berment |
| Abstract | In this paper, we present how we generated two rich online bilingual dictionaries {—} Lao-French and French-Lao {—} from unstructured dictionaries in Microsoft Word files. Then we shortly discuss the possible reuse of the lexical data for Machine Translation projects. |
| Tasks | Machine Translation |
| Published | 2016-12-01 |
| URL | https://www.aclweb.org/anthology/W16-3721/ |
| https://www.aclweb.org/anthology/W16-3721 | |
| PWC | https://paperswithcode.com/paper/creating-rich-online-dictionaries-for-the |
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Hard Time Parsing Questions: Building a QuestionBank for French
| Title | Hard Time Parsing Questions: Building a QuestionBank for French |
| Authors | Djam{'e} Seddah, C, Marie ito |
| Abstract | We present the French Question Bank, a treebank of 2600 questions. We show that classical parsing model performance drop while the inclusion of this data set is highly beneficial without harming the parsing of non-question data. when facing out-of- domain data with strong structural diver- gences. Two thirds being aligned with the QB (Judge et al., 2006) and being freely available, this treebank will prove useful to build robust NLP systems. |
| Tasks | |
| Published | 2016-05-01 |
| URL | https://www.aclweb.org/anthology/L16-1375/ |
| https://www.aclweb.org/anthology/L16-1375 | |
| PWC | https://paperswithcode.com/paper/hard-time-parsing-questions-building-a |
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Combining Phonology and Morphology for the Normalization of Historical Texts
| Title | Combining Phonology and Morphology for the Normalization of Historical Texts |
| Authors | Izaskun Etxeberria, I{~n}aki Alegria, Larraitz Uria, Mans Hulden |
| Abstract | |
| Tasks | Machine Translation, Optical Character Recognition |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2112/ |
| https://www.aclweb.org/anthology/W16-2112 | |
| PWC | https://paperswithcode.com/paper/combining-phonology-and-morphology-for-the |
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Cross-language Projection of Dependency Trees with Constrained Partial Parsing for Tree-to-Tree Machine Translation
| Title | Cross-language Projection of Dependency Trees with Constrained Partial Parsing for Tree-to-Tree Machine Translation |
| Authors | Yu Shen, Chenhui Chu, Fabien Cromieres, Sadao Kurohashi |
| Abstract | |
| Tasks | Dependency Parsing, Machine Translation |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2201/ |
| https://www.aclweb.org/anthology/W16-2201 | |
| PWC | https://paperswithcode.com/paper/cross-language-projection-of-dependency-trees-1 |
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Modeling Selectional Preferences of Verbs and Nouns in String-to-Tree Machine Translation
| Title | Modeling Selectional Preferences of Verbs and Nouns in String-to-Tree Machine Translation |
| Authors | Maria N{\u{a}}dejde, Alex Birch, ra, Philipp Koehn |
| Abstract | |
| Tasks | Language Modelling, Machine Translation |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2204/ |
| https://www.aclweb.org/anthology/W16-2204 | |
| PWC | https://paperswithcode.com/paper/modeling-selectional-preferences-of-verbs-and |
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An NLP Pipeline for Coptic
| Title | An NLP Pipeline for Coptic |
| Authors | Amir Zeldes, Caroline T. Schroeder |
| Abstract | |
| Tasks | Dependency Parsing, Lemmatization, Part-Of-Speech Tagging |
| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2119/ |
| https://www.aclweb.org/anthology/W16-2119 | |
| PWC | https://paperswithcode.com/paper/an-nlp-pipeline-for-coptic |
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Learning a POS tagger for AAVE-like language
| Title | Learning a POS tagger for AAVE-like language |
| Authors | Anna J{\o}rgensen, Dirk Hovy, Anders S{\o}gaard |
| Abstract | |
| Tasks | Domain Adaptation, Word Embeddings |
| Published | 2016-06-01 |
| URL | https://www.aclweb.org/anthology/N16-1130/ |
| https://www.aclweb.org/anthology/N16-1130 | |
| PWC | https://paperswithcode.com/paper/learning-a-pos-tagger-for-aave-like-language |
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Proceedings of the 10th Web as Corpus Workshop
| Title | Proceedings of the 10th Web as Corpus Workshop |
| Authors | |
| Abstract | |
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| Published | 2016-08-01 |
| URL | https://www.aclweb.org/anthology/W16-2600/ |
| https://www.aclweb.org/anthology/W16-2600 | |
| PWC | https://paperswithcode.com/paper/proceedings-of-the-10th-web-as-corpus |
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