📰 Transactions of the Association for Computational Linguistics (TACL) 2018 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2018 that our library holds (publisher: The MIT Press): 17 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 (48)

The most cited first; 17 with our summary link to their page here, the others to the original.

1. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun et al.our summary
2. Attentive Convolution: Equipping CNNs with RNN-style Attention MechanismsWenpeng Yin, Hinrich Schütze
3. Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled CorporaAndrius Mudinas, Dell Zhang, Mark Levene
4. Comparing Bayesian Models of AnnotationSilviu Paun, Bob Carpenter, Jon Chamberlain et al.our summary
5. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedelour summary
6. Conversation Modeling on Reddit Using a Graph-Structured LSTMVictoria Zayats, Mari Ostendorf
7. Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better ScienceEmily M. Bender, Batya Friedman
8. Detecting Institutional Dialog Acts in Police Traffic StopsVinodkumar Prabhakaran, Camilla Griffiths, Hang Su et al.our summary
9. Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowmanour summary
10. Evaluating the Stability of Embedding-based Word SimilaritiesMaria Antoniak, David Mimno
11. Event Time Extraction with a Decision Tree of Neural ClassifiersNils Reimers, Nazanin Dehghani, Iryna Gurevych
12. Exploring Neural Methods for Parsing Discourse Representation StructuresRik van Noord, Lasha Abzianidze, Antonio Toral et al.
13. Finding Convincing Arguments Using Scalable Bayesian Preference LearningEdwin Simpson, Iryna Gurevych
14. From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time NormalizationsEgoitz Laparra, Dongfang Xu, Steven Bethard
15. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren et al.
16. Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine TranslationXiao Pu, Nikolaos Pappas, James Henderson et al.
17. Joint Semantic Synthesis and Morphological Analysis of the Derived WordRyan Cotterell, Hinrich Schütze
18. Knowledge Completion for Generics using Guided Tensor FactorizationHanie Sedghi, Ashish Sabharwal
19. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti et al.our summary
20. Learning Representations Specialized in Spatial Knowledge: Leveraging Language and VisionGuillem Collell, Marie-Francine Moens
21. Learning Structured Text RepresentationsYang Liu, Mirella Lapataour summary
22. Learning Typed Entailment Graphs with Global Soft ConstraintsMohammad Javad Hosseini, Nathanael Chambers, Siva Reddy et al.
23. Learning to Remember Translation History with a Continuous CacheZhaopeng Tu, Yang Liu, Shuming Shi et al.
24. Leveraging Orthographic Similarity for Multilingual Neural TransliterationAnoop Kunchukuttan, Mitesh Khapra, Gurneet Singh et al.
25. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang et al.our summary

See all 48 papers in Transactions of the Association for Computational Linguistics (TACL) 2018 — papers →

📄 Works with our summary in our library (17)

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

1. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,031 citations
2. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 629 citations
3. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun, et al.2018 · 393 citations
4. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
5. Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
6. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedel2018 · 284 citations
7. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang, et al.2018 · 248 citations
8. Learning Structured Text RepresentationsYang Liu, Mirella Lapata2018 · 201 citations
9. Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowman2018 · 147 citations
10. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Roth2018 · 143 citations
11. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
12. Comparing Bayesian Models of AnnotationSilviu Paun, Bob Carpenter, Jon Chamberlain, et al.2018 · 130 citations
13. Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense DebateChristo Kirov, Ryan Cotterell2018 · 124 citations
14. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
15. Unsupervised Grammar Induction with Depth-bounded PCFGLifeng Jin, Finale Doshi-Velez, Timothy Miller, et al.2018 · 55 citations
16. Planning, Inference and Pragmatics in Sequential Language GamesFereshte Khani, Noah D. Goodman, Percy Liang2018 · 29 citations
17. Detecting Institutional Dialog Acts in Police Traffic StopsVinodkumar Prabhakaran, Camilla Griffiths, Hang Su, et al.2018 · 19 citations

🧭 Top topics

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

❓Question answering (2)🌍Multilingual & cross-lingual NLP (2)English (2)💬Speech act theory (1)🔀Word sense disambiguation (1)🔁Machine translation (1)🧠Language models & pretraining (1)😊Sentiment & emotion (1)🗨️Dialogue systems (1)📖Lexical semantics & word embeddings (1)🧩Morphology (1)🧮Reasoning (1)📐Syntax & grammar formalisms (1)

📚 Fields

🎭Arts and Humanities (17)🖥️Computer Science (17)🎯Decision Sciences (3)🤝Social Sciences (2)💭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.

🎓Stanford UniversityStanford · United States3 works here🎓Johns Hopkins UniversityBaltimore · United States2 works here🎓University of EssexColchester · United Kingdom1 work here🏥Boston Children's HospitalBoston · United States1 work here🏢GoogleMountain View · United States1 work here🔬International Computer Science InstituteBerkeley · United States1 work here🏢IBMArmonk · United States1 work here🎓Harvard UniversityCambridge · United States1 work here🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓University of Illinois Urbana-ChampaignUrbana · United States1 work here🎓Queen Mary University of LondonLondon · United Kingdom1 work here🎓University of the Basque CountryLeioa · Spain1 work here

works and citations from OpenAlex and our library.

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