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Workshop on Natural Language Processing for Conversational AI 2021 — accepted papers

Workshop on Natural Language Processing for Conversational AI 2021 is the 2021 edition of the Workshop on Natural Language Processing for Conversational AI, held in Online, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 27 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 27papers in the proceedings 1work in our library 150citations of these works Onlinewhere it was held November 2021when

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze et al.133 citations · our summary
  2. XPersona: Evaluating Multilingual Personalized ChatbotZhaojiang Lin, Zihan Liu, Genta Indra Winata et al.52 citations
  3. AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language ModelsJonáš Kulhánek, Vojtěch Hudeček, Tomáš Nekvinda et al.29 citations
  4. Amendable Generation for Dialogue State TrackingXin Tian, Liankai Huang, Yingzhan Lin et al.26 citations
  5. Personalized Search-based Query Rewrite System for Conversational AIEunah Cho, Ziyan Jiang, Jie Hao et al.16 citations
  6. Semi-supervised Intent Discovery with Contrastive LearningXiang Shen, Yinge Sun, Yao Zhang et al.14 citations
  7. CS-BERT: a pretrained model for customer service dialoguesPeiyao Wang, Joyce Fang, Julia Reinspach8 citations
  8. Influence of user personality on dialogue task performance: A case study using a rule-based dialogue systemAo Guo, Atsumoto Ohashi, Ryu Hirai et al.8 citations
  9. PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint ModelingXinxian Huang, Huang He, Siqi Bao et al.8 citations
  10. Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-TalkPei Zhou, Behnam Hedayatnia, Karthik Gopalakrishnan et al.8 citations

All accepted papers (27)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze et al.133 citations · our summary
  2. XPersona: Evaluating Multilingual Personalized ChatbotZhaojiang Lin, Zihan Liu, Genta Indra Winata et al.52 citations
  3. AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language ModelsJonáš Kulhánek, Vojtěch Hudeček, Tomáš Nekvinda et al.29 citations
  4. Amendable Generation for Dialogue State TrackingXin Tian, Liankai Huang, Yingzhan Lin et al.26 citations
  5. Personalized Search-based Query Rewrite System for Conversational AIEunah Cho, Ziyan Jiang, Jie Hao et al.16 citations
  6. Semi-supervised Intent Discovery with Contrastive LearningXiang Shen, Yinge Sun, Yao Zhang et al.14 citations
  7. CS-BERT: a pretrained model for customer service dialoguesPeiyao Wang, Joyce Fang, Julia Reinspach8 citations
  8. Influence of user personality on dialogue task performance: A case study using a rule-based dialogue systemAo Guo, Atsumoto Ohashi, Ryu Hirai et al.8 citations
  9. PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint ModelingXinxian Huang, Huang He, Siqi Bao et al.8 citations
  10. Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-TalkPei Zhou, Behnam Hedayatnia, Karthik Gopalakrishnan et al.8 citations
  11. On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world NoiseSailik Sengupta, Jason Krone, Saab Mansour7 citations
  12. Style Control for Schema-Guided Natural Language GenerationAlicia Tsai, Shereen Oraby, Vittorio Perera et al.5 citations
  13. Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic LabelJin Qu, Kazuma Hashimoto, Wenhao Liu et al.4 citations
  14. Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue SystemsDi Jin, Shuyang Gao, Seokhwan Kim et al.3 citations
  15. Using Pause Information for More Accurate Entity RecognitionSahas Dendukuri, Pooja Chitkara, Joel Ruben Antony Moniz et al.3 citations
  16. Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal AssistantsQian Hu, Thahir Mohamed, Wei Xiao et al.2 citations
  17. Dialogue Response Generation via Contrastive Latent Representation LearningShuyang Dai, Guoyin Wang, Sunghyun Park et al.2 citations
  18. Improving Dialogue State Tracking by Joint Slot ModelingTing-Rui Chiang, Yi-Ting Yeh2 citations
  19. Multilingual Paraphrase Generation For Bootstrapping New Features in Task-Oriented Dialog SystemsSubhadarshi Panda, Caglar Tirkaz, Tobias Falke et al.2 citations
  20. Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent ClassificationLianna Hrycyk, Alessandra Zarcone, Luzian Hahn2 citations
  21. Taking Things Personally: Third Person to First Person RephrasingMarcel Granero Moya, Panagiotis Agis Oikonomou Filandras2 citations
  22. Towards Code-Mixed Hinglish Dialogue GenerationVibhav Agarwal, Pooja Rao, Dinesh Babu Jayagopi2 citations
  23. Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog TasksJanarthanan Rajendran, Jonathan K. Kummerfeld, Satinder Baveja1 citation
  24. Overcoming Conflicting Data when Updating a Neural Semantic ParserDavid Gaddy, Alex Kouzemtchenko, Pavankumar Reddy Muddireddy et al.1 citation
  25. What Went Wrong? Explaining Overall Dialogue Quality through Utterance-Level ImpactsJames D. Finch, Sarah E. Finch, Jinho D. Choi1 citation

See all 27 papers in Workshop on Natural Language Processing for Conversational AI 2021 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. Investigating Pretrained Language Models for Graph-to-Text GenerationWorkshop on Natural Language Processing for Conversational AILeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 150 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Language models & pretraining (1)Text generation (1)Dialogue systems (1)Semantic parsing & meaning representation (1)

 Fields

Arts and Humanities (1)Computer Science (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Hinrich Schütze1 work here · 150 citations🧑‍🔬Iryna Gurevych1 work here · 150 citations🧑‍🔬Leonardo F. R. Ribeiro1 work here · 150 citations🧑‍🔬Martin Schmitt1 work here · 150 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Technische Universität DarmstadtDarmstadt · Germany1 work here🎓Ludwig-Maximilians-Universität MünchenMunich · Germany1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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