📰 Transactions of the Association for Computational Linguistics (TACL) 2016 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2016 that our library holds (publisher: The MIT Press): 13 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (39)

The most cited first; 13 with our summary link to their page here, the others to the original.

1. A Bayesian Model of Diachronic Meaning ChangeLea Frermann, Mirella Lapataour summary
2. A Joint Model for Answer Sentence Ranking and Answer ExtractionMd Arafat Sultan, Vittorio Castelli, Radu Florian
3. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang et al.our summary
4. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang et al.our summary
5. Adapting to All Domains at Once: Rewarding Domain Invariance in SMTHoang Cuong, Khalil Sima'an, Ivan Titov
6. An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreaultour summary
7. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldbergour summary
8. Comparing Apples to Apple: The Effects of Stemmers on Topic ModelsAlexandra Schofield, David Mimno
9. Concept Grounding to Multiple Knowledge Bases via Indirect SupervisionChen-Tse Tsai, Dan Roth
10. Decoding Anagrammed Texts Written in an Unknown Language and ScriptBradley Hauer, Grzegorz Kondrak
11. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationJie Zhou, Ying Cao, Xuguang Wang et al.our summary
12. Detecting Cross-Cultural Differences Using a Multilingual Topic ModelE.D. Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein et al.
13. Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsDiego Marcheggiani, Ivan Titov
14. Easy-First Dependency Parsing with Hierarchical Tree LSTMsEliyahu Kiperwasser, Yoav Goldberg
15. Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error StatesAshish Vaswani, Kenji Sagae
16. Encoding Prior Knowledge with Eigenword EmbeddingsDominique Osborne, Shashi Narayan, Shay B. Cohen
17. Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix TreesEhsan Shareghi, Matthias Petri, Gholamreza Haffari et al.
18. Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical ResourcesSilvana Hartmann, Judith Eckle-Kohler, Iryna Gurevych
19. J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic FeaturesDat Ba Nguyen, Martin Theobald, Gerhard Weikum
20. Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental HealthTim Althoff, Kevin Clark, Jure Leskovecour summary
21. Learning Tier-based Strictly 2-Local LanguagesAdam Jardine, Jeffrey Heinz
22. Learning to Make Inferences in a Semantic Parsing TaskKyle Richardson, Jonas Kuhn
23. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen et al.our summary
24. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros et al.our summary
25. Minimally Supervised Number NormalizationKyle Gorman, Richard Sproat

See all 39 papers in Transactions of the Association for Computational Linguistics (TACL) 2016 — papers →

📄 Works with our summary in our library (13)

The most cited first (OpenAlex citations plus our library's).

1. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,243 citations
2. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,054 citations
3. Optimizing Statistical Machine Translation for Text SimplificationWei Xu, Courtney Napoles, Ellie Pavlick, et al.2016 · 952 citations
4. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 905 citations
5. Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental HealthTim Althoff, Kevin Clark, Jure Leskovec2016 · 390 citations
6. Many Languages, One ParserWaleed Ammar, George Mulcaire, Miguel Ballesteros, et al.2016 · 382 citations
7. A Latent Variable Model Approach to PMI-based Word EmbeddingsSanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2016 · 367 citations
8. Deep Recurrent Models with Fast-Forward Connections for Neural Machine TranslationJie Zhou, Ying Cao, Xuguang Wang, et al.2016 · 264 citations
9. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
10. An Empirical Analysis of Formality in Online CommunicationEllie Pavlick, Joel Tetreault2016 · 215 citations
11. A Bayesian Model of Diachronic Meaning ChangeLea Frermann, Mirella Lapata2016 · 205 citations
12. Multilingual Projection for Parsing Truly Low-Resource LanguagesŽeljko Agić, Anders Johannsen, Barbara Plank, et al.2016 · 195 citations
13. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New LanguagesDingquan Wang, Jason Eisner2016 · 99 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔁Machine translation (3)🌍Multilingual & cross-lingual NLP (2)English (2)🌳Dependency parsing (1)🌐Universal Dependencies (1)🗂️Treebanks (1)🌱Low-resource languages (1)📐Syntax & grammar formalisms (1)⏳Historical linguistics & language change (1)

📚 Fields

🖥️Computer Science (13)🎭Arts and Humanities (12)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Bar-Ilan UniversityRamat Gan · Israel2 works here🎓Johns Hopkins UniversityBaltimore · United States2 works here🎓University of PennsylvaniaPhiladelphia · United States2 works here🎓University of CopenhagenCopenhagen · Denmark1 work here🔬Centre National de la Recherche ScientifiqueParis · France1 work here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France1 work here🏢IBMArmonk · United States1 work here🎓University of GroningenGroningen · Netherlands1 work here🎓Universitat Pompeu FabraBarcelona · Spain1 work here🎓Princeton UniversityPrinceton · United States1 work here🎓University of WashingtonSeattle · United States1 work here🎓University of CambridgeCambridge · United Kingdom1 work here

works and citations from OpenAlex and our library.

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