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INLG 2022 — accepted papers

INLG 2022 is the 2022 edition of the International Natural Language Generation Conference (INLG), held in Waterville, Maine, USA and virtual meeting, July 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 46 papers of it in 2 tracks; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Waterville, Maine, USA and virtual meeting · 🗓 July 2022

 46papers in the proceedings 1work in our library 33citations of these works

Tracks

Main42System Demonstrations4

Most cited papers

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

  1. Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT ↗Bhavya Bhavya, Jinjun Xiong, ChengXiang Zhai39 citations
  2. Arabic Image Captioning using Pre-training of Deep Bidirectional TransformersJonathan Emami, Pierre Nugues, Ashraf Elnagar et al.25 citations · our summary
  3. Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology. ↗Javier González-Corbelle, Jose M. Alonso-Moral, A. Bugarín-Diz et al.23 citations
  4. Nominal Metaphor Generation with Multitask Learning ↗Yucheng Li, Chenghua Lin, Frank Guerin14 citations
  5. Quantum Natural Language Generation on Near-Term Devices ↗Amin Karamlou, James Wootton, Marcel Pfaffhauser12 citations
  6. Math Word Problem Generation with Multilingual Language Models ↗Kashyapa Niyarepola, Dineth Athapaththu, Savindu Ekanayake et al.9 citations
  7. Template-based Approach to Zero-shot Intent Recognition ↗Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova et al.6 citations
  8. Amortized Noisy Channel Neural Machine Translation ↗Richard Yuanzhe Pang, He He, Kyunghyun Cho4 citations
  9. Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain ↗Simone Balloccu, Ehud Reiter4 citations
  10. Strategies for framing argumentative conclusion generation ↗Philipp Heinisch, Anette Frank, Juri Opitz et al.4 citations

All accepted papers (46)

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

  1. Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT ↗Bhavya Bhavya, Jinjun Xiong, ChengXiang Zhai39 citations
  2. Arabic Image Captioning using Pre-training of Deep Bidirectional TransformersJonathan Emami, Pierre Nugues, Ashraf Elnagar et al.25 citations · our summary
  3. Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology. ↗Javier González-Corbelle, Jose M. Alonso-Moral, A. Bugarín-Diz et al.23 citations
  4. Nominal Metaphor Generation with Multitask Learning ↗Yucheng Li, Chenghua Lin, Frank Guerin14 citations
  5. Quantum Natural Language Generation on Near-Term Devices ↗Amin Karamlou, James Wootton, Marcel Pfaffhauser12 citations
  6. Math Word Problem Generation with Multilingual Language Models ↗Kashyapa Niyarepola, Dineth Athapaththu, Savindu Ekanayake et al.9 citations
  7. Template-based Approach to Zero-shot Intent Recognition ↗Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova et al.6 citations
  8. Amortized Noisy Channel Neural Machine Translation ↗Richard Yuanzhe Pang, He He, Kyunghyun Cho4 citations
  9. Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain ↗Simone Balloccu, Ehud Reiter4 citations
  10. Strategies for framing argumentative conclusion generation ↗Philipp Heinisch, Anette Frank, Juri Opitz et al.4 citations
  11. Evaluating Referring Form Selection Models in Partially-Known Environments ↗Zhao Han, Polina Rygina, Thomas Williams3 citations
  12. Towards Evaluation of Multi-party Dialogue Systems ↗Khyati Mahajan, Sashank Santhanam, Samira Shaikh3 citations
  13. Are Current Decoding Strategies Capable of Facing the Challenges of Visual Dialogue? ↗Amit Kumar Chaudhary, Alex J. Lucassen, Ioanna Tsani et al.2 citations
  14. Look and Answer the Question: On the Role of Vision in Embodied Question Answering ↗Nikolai Ilinykh, Yasmeen Emampoor, Simon Dobnik2 citations
  15. Automatic Generation of Factual News Headlines in Finnish ↗Maximilian Koppatz, Khalid Alnajjar, Mika Hämäläinen et al.1 citation
  16. Evaluating Legal Accuracy of Neural Generators on the Generation of Criminal Court Dockets Description ↗Nicolas Garneau, Eve Gaumond, Luc Lamontagne et al.1 citation
  17. Generation of Student Questions for Inquiry-based Learning ↗Kevin Ros, Maxwell Jong, Chak Ho Chan et al.1 citation
  18. LAFT: Cross-lingual Transfer for Text Generation by Language-Agnostic Finetuning ↗Xianze Wu, Zaixiang Zheng, Hao Zhou et al.1 citation
  19. Plot Writing From Pre-Trained Language Models ↗Yiping Jin, Vishakha Kadam, Dittaya Wanvarie1 citation
  20. Zero-shot Cross-Linguistic Learning of Event Semantics ↗Malihe Alikhani, Thomas Kober, Bashar Alhafni et al.1 citation
  21. A Multi-Task Learning Approach for Summarization of Dialogues ↗Saprativa Bhattacharjee, Kartik Shinde, Tirthankar Ghosal et al.
  22. A reproduction study of methods for evaluating dialogue system output: Replicating Santhanam and Shaikh (2019) ↗Anouck Braggaar, Frédéric Tomas, Peter Blomsma et al.
  23. Automated Ad Creative Generation ↗Vishakha Kadam, Yiping Jin, Bao-Dai Nguyen-Hoang · System Demonstrations
  24. BITS Pilani at HinglishEval: Quality Evaluation for Code-Mixed Hinglish Text Using Transformers ↗Shaz Furniturewala, Vijay Kumari, Amulya Ratna Dash et al.
  25. BLAB Reporter: Automated journalism covering the Blue Amazon ↗Yan Sym, João Campos, Fabio Cozman · System Demonstrations

See all 46 papers in INLG 2022 — accepted papers →

 Papers with our summary in our library (1)

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

  1. Arabic Image Captioning using Pre-training of Deep Bidirectional TransformersInternational Natural Language Generation Conference (INLG)Jonathan Emami, Pierre Nugues, Ashraf Elnagar, et al.2022 · 33 citations

 Top topics

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

Language models & pretraining (1)Semitic languages (1)Vision & language (1)

 Fields

Computer Science (1)

 Top authors

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

🧑‍🔬Ashraf Elnagar1 work here · 33 citations🧑‍🔬Imad Afyouni1 work here · 33 citations🧑‍🔬Pierre Nugues1 work here · 33 citations

 Top institutions

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

🎓Lund UniversityLund · Sweden1 work here🎓University of SharjahSharjah · United Arab Emirates1 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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