Abstract is missing.
- Front Matter [doi]
- Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI SystemsMohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin Myung Won, Sungjin Lee. 1-8 [doi]
- CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-TuningPenghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng. 9-17 [doi]
- Augmenting Poetry Composition with Verse by VerseDavid C. Uthus, Maria Voitovich, R. J. Mical. 18-26 [doi]
- AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacyRaphael Petegrosso, Vasistakrishna Baderdinni, Thibaud Senechal, Benjamin L. Bullough. 27-36 [doi]
- Temporal Generalization for Spoken Language UnderstandingJudith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan. 37-44 [doi]
- An End-to-End Dialogue Summarization System for Sales CallsAbedelkadir Asi, Song Wang, Roy Eisenstadt, Dean Geckt, Yarin Kuper, Yi Mao, Royi Ronen. 45-53 [doi]
- Controlled Data Generation via Insertion Operations for NLUManoj Kumar 0007, Yuval Merhav, Haidar Khan, Rahul Gupta 0001, Anna Rumshisky, Wael Hamza. 54-61 [doi]
- Easy and Efficient Transformer: Scalable Inference Solution For Large NLP ModelGongzheng li, Yadong Xi, Jingzhen Ding, Duan Wang, Ziyang Luo, Rongsheng Zhang, Bai Liu, Changjie Fan, Xiaoxi Mao, Zeng Zhao. 62-68 [doi]
- Aspect-based Analysis of Advertising Appeals for Search Engine AdvertisingSoichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. 69-78 [doi]
- Self-supervised Product Title Rewrite for Product Listing AdsXue Zhao, Dayiheng Liu, Junwei Ding, Liang Yao, Mahone Yan, Huibo Wang, Wenqing Yao. 79-85 [doi]
- Efficient Semi-supervised Consistency Training for Natural Language UnderstandingGeorge Leung, Joshua Tan. 86-93 [doi]
- Distantly Supervised Aspect Clustering And Naming For E-Commerce ReviewsPrateek Sircar, Aniket Chakrabarti, Deepak Gupta, Anirban Majumdar. 94-102 [doi]
- Local-to-global learning for iterative training of production SLU models on new featuresYulia Grishina, Daniil Sorokin. 103-111 [doi]
- CULG: Commercial Universal Language GenerationHaonan Li 0003, Yameng Huang, Yeyun Gong, Jian Jiao 0007, Ruofei Zhang, Timothy Baldwin, Nan Duan. 112-120 [doi]
- Constraining word alignments with posterior regularization for label transferThomas Gueudre, Kevin Martin Jose. 121-129 [doi]
- Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI ReportsArijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu. 130-140 [doi]
- FPI: Failure Point Isolation in Large-scale Conversational AssistantsRinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan. 141-148 [doi]
- Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged TasksWeiyi Lu, Sunny Rajagopalan, Priyanka Nigam, Jaspreet Singh, Xiaodi Sun, Yi Xu, Belinda Zeng, Trishul Chilimbi. 149-159 [doi]
- Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce StoresAshutosh Joshi, Shankar Vishwanath, Choon Hui Teo, Vaclav Petricek, Vishy Vishwanathan, Rahul Bhagat, Jonathan May. 160-167 [doi]
- Retrieval Based Response Letter Generation For a Customer Care SettingBiplob Biswas, Renhao Cui, Rajiv Ramnath. 168-175 [doi]
- Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot LearningAngelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell. 176-187 [doi]
- Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilotsAlexandre Arnold, Fares Ernez, Catherine Kobus, Marion-Cécile Martin. 188-196 [doi]
- Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent MiningMinhua Chen, Badrinath Jayakumar, Michael Johnston, S. Eman Mahmoodi, Daniel Pressel. 197-208 [doi]
- ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity LinkingTom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos 0001, Andrea Pierleoni. 209-220 [doi]
- Lightweight Transformers for Conversational AIDaniel Pressel, Wenshuo Liu, Michael Johnston, Minhua Chen. 221-229 [doi]
- NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading ComprehensionAnubhav Shrimal, Avi Jain, Kartik Mehta, Promod Yenigalla. 230-238 [doi]
- What Do Users Care About? Detecting Actionable Insights from User FeedbackKasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen R. McKeown, Dan Roth. 239-246 [doi]
- CTM - A Model for Large-Scale Multi-View Tweet Topic ClassificationVivek Kulkarni, Kenny Leung, Aria Haghighi. 247-258 [doi]
- Developing a Production System for Purpose of Call Detection in Business Phone ConversationsElena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Simon Corston-Oliver, Xue-Yong Fu. 259-267 [doi]
- Adversarial Text NormalizationJoanna Bitton, Maya Pavlova, Ivan Evtimov. 268-279 [doi]
- Constraint-based Multi-hop Question Answering with Knowledge GraphSayantan Mitra, Roshni R. Ramnani, Shubhashis Sengupta. 280-288 [doi]
- Fast Bilingual Grapheme-To-Phoneme ConversionHwa-Yeon Kim, Jong-Hwan Kim, Jae Min Kim. 289-296 [doi]
- Knowledge Extraction From Texts Based on WikidataAnastasia Shimorina, Johannes Heinecke, Frédéric Herledan. 297-304 [doi]
- AIT-QA: Question Answering Dataset over Complex Tables in the Airline IndustryYannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti. 305-314 [doi]
- Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification SystemTao Zhu, Zhe Zhao, Weijie Liu 0002, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang. 315-323 [doi]
- Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AIPragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo. 324-333 [doi]
- Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsHui Wan 0001, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi. 334-343 [doi]
- BLINK with Elasticsearch for Efficient Entity Linking in Business ConversationsMd. Tahmid Rahman Laskar, Cheng Chen, Aliaksandr Martsinovich, Jonathan Johnston, Xue-Yong Fu, Shashi Bhushan TN, Simon Corston-Oliver. 344-352 [doi]
- Q2R: A Query-to-Resolution System for Natural-Language QueriesShiau Hong Lim, Laura Wynter. 353-361 [doi]
- Identifying Corporate Credit Risk Sentiments from Financial NewsNoujoud Ahbali, Xinyuan Liu, Albert Nanda, Jamie Stark, Ashit Talukder, Rupinder Paul Khandpur. 362-370 [doi]