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NAACL-HLT 2022: Seatle, WA, USA - Industry Track
- Anastassia Loukina, Rashmi Gangadharaiah, Bonan Min:
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, NAACL 2022, Hybrid: Seattle, Washington, USA + Online, July 10-15, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-72-8 - Front Matter.
- Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee:
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems. 1-8 - Penghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng:
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning. 9-17 - David C. Uthus, Maria Voitovich, R. J. Mical:
Augmenting Poetry Composition with Verse by Verse. 18-26 - Raphael Petegrosso, Vasistakrishna Baderdinni, Thibaud Senechal, Benjamin L. Bullough:
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy. 27-36 - Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan:
Temporal Generalization for Spoken Language Understanding. 37-44 - Abedelkadir Asi, Song Wang, Roy Eisenstadt, Dean Geckt, Yarin Kuper, Yi Mao, Royi Ronen:
An End-to-End Dialogue Summarization System for Sales Calls. 45-53 - Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky, Wael Hamza:
Controlled Data Generation via Insertion Operations for NLU. 54-61 - Gongzheng Li, Yadong Xi, Jingzhen Ding, Duan Wang, Ziyang Luo, Rongsheng Zhang, Bai Liu, Changjie Fan, Xiaoxi Mao, Zeng Zhao:
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model. 62-68 - Soichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura:
Aspect-based Analysis of Advertising Appeals for Search Engine Advertising. 69-78 - Xue Zhao, Dayiheng Liu, Junwei Ding, Liang Yao, Mahone Yan, Huibo Wang, Wenqing Yao:
Self-supervised Product Title Rewrite for Product Listing Ads. 79-85 - George Leung, Joshua Tan:
Efficient Semi-supervised Consistency Training for Natural Language Understanding. 86-93 - Prateek Sircar, Aniket Chakrabarti, Deepak Gupta, Anirban Majumdar:
Distantly Supervised Aspect Clustering And Naming For E-Commerce Reviews. 94-102 - Yulia Grishina, Daniil Sorokin:
Local-to-global learning for iterative training of production SLU models on new features. 103-111 - Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan:
CULG: Commercial Universal Language Generation. 112-120 - Thomas Gueudré, Kevin Martin Jose:
Constraining word alignments with posterior regularization for label transfer. 121-129 - Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu:
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. 130-140 - Rinat Khaziev
, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci, Pradeep Natarajan:
FPI: Failure Point Isolation in Large-scale Conversational Assistants. 141-148 - Weiyi Lu, Sunny Rajagopalan, Priyanka Nigam, Jaspreet Singh, Xiaodi Sun, Yi Xu, Belinda Zeng, Trishul Chilimbi:
Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks. 149-159 - Ashutosh Joshi, Shankar Vishwanath, Choon Hui Teo, Vaclav Petricek, Vishy Vishwanathan
Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores. 160-167 - Biplob Biswas
Retrieval Based Response Letter Generation For a Customer Care Setting. 168-175 - Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell:
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning. 176-187 - Alexandre Arnold, Fares Ernez, Catherine Kobus, Marion-Cécile Martin:
Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots. 188-196 - Minhua Chen, Badrinath Jayakumar, Michael Johnston, S. Eman Mahmoodi, Daniel Pressel:
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining. 197-208 - Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, Andrea Pierleoni:
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking. 209-220 - Daniel Pressel, Wenshuo Liu, Michael Johnston, Minhua Chen:
Lightweight Transformers for Conversational AI. 221-229 - Anubhav Shrimal
NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension. 230-238 - Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen R. McKeown, Dan Roth:
What Do Users Care About? Detecting Actionable Insights from User Feedback. 239-246 - Vivek Kulkarni, Kenny Leung, Aria Haghighi:
CTM - A Model for Large-Scale Multi-View Tweet Topic Classification. 247-258 - Elena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Simon Corston-Oliver, Xue-Yong Fu:
Developing a Production System for Purpose of Call Detection in Business Phone Conversations. 259-267 - Joanna Bitton, Maya Pavlova, Ivan Evtimov:
Adversarial Text Normalization. 268-279 - Sayantan Mitra
Constraint-based Multi-hop Question Answering with Knowledge Graph. 280-288 - Hwa-Yeon Kim, Jong-Hwan Kim, Jae-Min Kim:
Fast Bilingual Grapheme-To-Phoneme Conversion. 289-296 - Anastasia Shimorina, Johannes Heinecke, Frédéric Herledan:
Knowledge Extraction From Texts Based on Wikidata. 297-304 - Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti:
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. 305-314 - Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang:
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System. 315-323 - Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo:
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI. 324-333 - Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems. 334-343 - Md. Tahmid Rahman Laskar, Cheng Chen, Aliaksandr Martsinovich, Jonathan Johnston, Xue-Yong Fu, Shashi Bhushan TN, Simon Corston-Oliver:
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations. 344-352 - Shiau Hong Lim, Laura Wynter:
Q2R: A Query-to-Resolution System for Natural-Language Queries. 353-361 - Noujoud Ahbali, Xinyuan Liu, Albert Nanda, Jamie Stark, Ashit Talukder
Identifying Corporate Credit Risk Sentiments from Financial News. 362-370
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