Papers
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes
Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze
Automatic Evaluation of Local Topic Quality
Jeffrey Lund, Piper Armstrong, Wilson Fearn et al.
Automatic Gender Identification and Reinflection in Arabic
Nizar Habash, Houda Bouamor, Christine Chung
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
Masashi Yoshikawa, Hiroshi Noji, Koji Mineshima et al.
Automatic Generation of Personalized Comment Based on User Profile
Wenhuan Zeng, Abulikemu Abuduweili, Lei Li et al.
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study
Tao Ge, Xingxing Zhang, Furu Wei et al.
Automatic Product Categorization for Official Statistics
Andrea Roberson
2019
ACL
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo et al.
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA
Yichen Jiang, Mohit Bansal
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains
Dominik Schlechtweg, Anna Hätty, Marco Del Tredici et al.
A Working Memory Model for Task-oriented Dialog Response Generation
Xiuyi Chen, Jiaming Xu, Bo Xu
AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task
Andreas Madsack, Robert Weißgraeber
Baidu Neural Machine Translation Systems for WMT19
Meng Sun, Bojian Jiang, Hao Xiong et al.
BAM! Born-Again Multi-Task Networks for Natural Language Understanding
Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal et al.
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling
Robert Logan, Nelson F. Liu, Matthew E. Peters et al.
Benchmarking Neural Machine Translation for Southern African Languages
Jade Abbott, Laura Martinus
2019
ACL
BERT-based Lexical Substitution
Wangchunshu Zhou, Tao Ge, Ke Xu et al.
BERT Masked Language Modeling for Co-reference Resolution
Felipe Alfaro, Marta R. Costa-jussà, José A. R. Fonollosa
BERT Rediscovers the Classical NLP Pipeline
Ian Tenney, Dipanjan Das, Ellie Pavlick
Best Practices for Learning Domain-Specific Cross-Lingual Embeddings
Lena Shakurova, Beata Nyari, Chao Li et al.
Better Character Language Modeling through Morphology
Terra Blevins, Luke Zettlemoyer
Better Exploiting Latent Variables in Text Modeling
Canasai Kruengkrai
Better OOV Translation with Bilingual Terminology Mining
Matthias Huck, Viktor Hangya, Alexander Fraser
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel et al.