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ORCID28th COLING 2020: Online - Industry Track
- Ann Clifton, Courtney Napoles:
Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020 - Industry Track, Online, December 12, 2020. International Committee on Computational Linguistics 2020, ISBN 978-1-952148-29-3 - Lizhen Tan, Olga Golovneva:
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. 1-9 - Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin:
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems. 10-20 - Tobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen:
Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances. 21-32 - Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo:
Query Distillation: BERT-based Distillation for Ensemble Ranking. 33-43 - Enrico Palumbo, Andrea Mezzalira, Cristina Marco, Alessandro Manzotti, Daniele Amberti:
Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems. 44-49 - Pawel Bujnowski, Kseniia Ryzhova, Hyungtak Choi, Katarzyna Witkowska, Jaroslaw Piersa, Tymoteusz Krumholc, Katarzyna Beksa:
An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation. 50-63 - Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White:
Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data. 64-77 - Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li
, Gerard de Melo:
Interactive Question Clarification in Dialogue via Reinforcement Learning. 78-89 - Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil:
Towards building a Robust Industry-scale Question Answering System. 90-101 - Boya Yu, Konstantine Arkoudas, Wael Hamza:
Delexicalized Paraphrase Generation. 102-112 - Mingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza, Chengwei Su:
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention. 113-123 - Varun Nagaraj Rao, Mingwei Shen:
Misspelling Detection from Noisy Product Images. 124-135 - Piyush Makhija, Ankit Kumar, Anuj Gupta:
hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text Normalization. 136-145 - Chang Xu, Cécile Paris, Ross Sparks, Surya Nepal, Keith Vander Linden:
Assessing Social License to Operate from the Public Discourse on Social Media. 146-159 - Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin:
Extreme Model Compression for On-device Natural Language Understanding. 160-171 - Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian:
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. 172-178 - Ziheng Zhang, Hualuo Liu, Jiaoyan Chen, Xi Chen, Bo Liu, Yuejia Xiang, Yefeng Zheng:
An Industry Evaluation of Embedding-based Entity Alignment. 179-189 - Gargi Roy, Lipika Dey, Mohammad Shakir, Tirthankar Dasgupta:
Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance. 190-201 - Kshitij Tayal, Rahul Ghosh, Vipin Kumar:
Model-agnostic Methods for Text Classification with Inherent Noise. 202-213 - Barun Patra, Vishwas Suryanarayanan, Chala Fufa, Pamela Bhattacharya, Charles Lee:
ScopeIt: Scoping Task Relevant Sentences in Documents. 214-227 - Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen:
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. 228-235 - Kshitij Tayal, Nikhil Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar:
Regularized Graph Convolutional Networks for Short Text Classification. 236-242
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