COLING (Industry)

Publications

2020

Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020 - Industry Track, Online, December 12, 2020 COLING (Industry) (2020)
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. COLING (Industry) (2020)
Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen
Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) (2020)
Piyush Makhija, Ankit Kumar, Anuj Gupta
hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text Normalization. COLING (Industry) (2020)
Enrico Palumbo, Andrea Mezzalira, Cristina Marco, Alessandro Manzotti, Daniele Amberti
Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems. COLING (Industry) (2020)
Gargi Roy, Lipika Dey, Mohammad Shakir, Tirthankar Dasgupta
Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance. COLING (Industry) (2020)
Kshitij Tayal, Nikhil S. Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar
Regularized Graph Convolutional Networks for Short Text Classification. COLING (Industry) (2020)
Kshitij Tayal, Rahul Ghosh, Vipin Kumar
Model-agnostic Methods for Text Classification with Inherent Noise. COLING (Industry) (2020)
Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers. COLING (Industry) (2020)
Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo
Interactive Question Clarification in Dialogue via Reinforcement Learning. COLING (Industry) (2020)
Barun Patra, Vishwas Suryanarayanan, Chala Fufa, Pamela Bhattacharya, Charles Lee
ScopeIt: Scoping Task Relevant Sentences in Documents. COLING (Industry) (2020)
Ziheng Zhang, Hualuo Liu, Jiaoyan Chen, Xi Chen, Bo Liu, Yuejia Xiang, Yefeng Zheng
An Industry Evaluation of Embedding-based Entity Alignment. COLING (Industry) (2020)
Lizhen Tan, Olga Golovneva
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. COLING (Industry) (2020)
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. COLING (Industry) (2020)
Boya Yu, Konstantine Arkoudas, Wael Hamza
Delexicalized Paraphrase Generation. COLING (Industry) (2020)
Varun Nagaraj Rao, Mingwei Shen
Misspelling Detection from Noisy Product Images. COLING (Industry) (2020)
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. COLING (Industry) (2020)
Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin
Extreme Model Compression for On-device Natural Language Understanding. COLING (Industry) (2020)
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. COLING (Industry) (2020)
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. COLING (Industry) (2020)
Chang Xu, Cécile Paris, Ross Sparks, Surya Nepal, Keith Vander Linden
Assessing Social License to Operate from the Public Discourse on Social Media. COLING (Industry) (2020)
Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil
Towards building a Robust Industry-scale Question Answering System. COLING (Industry) (2020)
Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo
Query Distillation: BERT-based Distillation for Ensemble Ranking. COLING (Industry) (2020)