📰 INLG 2021 — accepted papers

INLG 2021 is the 2021 edition of the International Natural Language Generation Conference (INLG), held in Aberdeen, Scotland, UK, August 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 45 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.

Most cited papers

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

1. Underreporting of errors in NLG output, and what to do about itEmiel van Miltenburg, Miruna Clinciu, Ondřej Dušek et al.25 citations
2. Controllable Sentence Simplification with a Unified Text-to-Text Transfer TransformerKim Cheng Sheang, Horacio Saggion23 citations
3. The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and ResultsAnya Belz, Anastasia Shimorina, Shubham Agarwal et al.20 citations
4. Generating Racing Game Commentary from Vision, Language, and Structured DataTatsuya Ishigaki, Goran Topic, Yumi Hamazono et al.18 citations
5. Attention Is Indeed All You Need: Semantically Attention-Guided Decoding for Data-to-Text NLGJuraj Juraska, Marilyn Walker17 citations
6. Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading ComprehensionSiamak Shakeri, Noah Constant, Mihir Kale et al.15 citations
7. Goal-Oriented Script ConstructionQing Lyu, Li Zhang, Chris Callison-Burch14 citations
8. BERT-based distractor generation for Swedish reading comprehension questions using a small-scale datasetDmytro Kalpakchi, Johan Boye13 citations
9. DialogSum Challenge: Summarizing Real-Life Scenario DialoguesYulong Chen, Yang Liu, Yue Zhang13 citations
10. Generation Challenges: Results of the Accuracy Evaluation Shared TaskCraig Thomson, Ehud Reiter13 citations

All accepted papers (45)

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

1. Underreporting of errors in NLG output, and what to do about itEmiel van Miltenburg, Miruna Clinciu, Ondřej Dušek et al.25 citations
2. Controllable Sentence Simplification with a Unified Text-to-Text Transfer TransformerKim Cheng Sheang, Horacio Saggion23 citations
3. The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and ResultsAnya Belz, Anastasia Shimorina, Shubham Agarwal et al.20 citations
4. Generating Racing Game Commentary from Vision, Language, and Structured DataTatsuya Ishigaki, Goran Topic, Yumi Hamazono et al.18 citations
5. Attention Is Indeed All You Need: Semantically Attention-Guided Decoding for Data-to-Text NLGJuraj Juraska, Marilyn Walker17 citations
6. Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading ComprehensionSiamak Shakeri, Noah Constant, Mihir Kale et al.15 citations
7. Goal-Oriented Script ConstructionQing Lyu, Li Zhang, Chris Callison-Burch14 citations
8. BERT-based distractor generation for Swedish reading comprehension questions using a small-scale datasetDmytro Kalpakchi, Johan Boye13 citations
9. DialogSum Challenge: Summarizing Real-Life Scenario DialoguesYulong Chen, Yang Liu, Yue Zhang13 citations
10. Generation Challenges: Results of the Accuracy Evaluation Shared TaskCraig Thomson, Ehud Reiter13 citations
11. Biomedical Data-to-Text Generation via Fine-Tuning TransformersRuslan Yermakov, Nicholas Drago, Angelo Ziletti12 citations
12. Multi-Sentence Knowledge Selection in Open-Domain DialogueMihail Eric, Nicole Chartier, Behnam Hedayatnia et al.12 citations
13. Examining Covert Gender Bias: A Case Study in Turkish and English Machine Translation ModelsChloe Ciora, Nur Iren, Malihe Alikhani11 citations
14. SEPRG: Sentiment aware Emotion controlled Personalized Response GenerationMauajama Firdaus, Umang Jain, Asif Ekbal et al.9 citations
15. Shared Task on Feedback Comment Generation for Language LearnersRyo Nagata, Masato Hagiwara, Kazuaki Hanawa et al.8 citations
16. Affective Decoding for Empathetic Response GenerationChengkun Zeng, Guanyi Chen, Chenghua Lin et al.7 citations
17. GraphPlan: Story Generation by Planning with Event GraphHong Chen, Raphael Shu, Hiroya Takamura et al.7 citations
18. A Reproduction Study of an Annotation-based Human Evaluation of MT OutputsMaja Popović, Anya Belz6 citations
19. Enriching the E2E datasetThiago Castro Ferreira, Helena Vaz, Brian Davis et al.6 citations
20. Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation SystemSimon Mille, Thiago Castro Ferreira, Anya Belz et al.5 citations
21. Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish TextVivek Srivastava, Mayank Singh5 citations
22. Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue SystemsCarl Strathearn, Dimitra Gkatzia4 citations
23. Contextualizing Variation in Text Style Transfer DatasetsStephanie Schoch, Wanyu Du, Yangfeng Ji3 citations
24. Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic ReasoningSina Zarrieß, Hendrik Buschmeier, Ting Han et al.3 citations · our summary
25. Neural Methodius Revisited: Do Discourse Relations Help with Pre-Trained Models Too?Aleksandre Maskharashvili, Symon Stevens-Guille, Xintong Li et al.3 citations

See all 45 papers in INLG 2021 — accepted papers →

📄 Papers with our summary in our library (1)

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

1. Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic ReasoningInternational Natural Language Generation Conference (INLG)Sina Zarrieß, Hendrik Buschmeier, Ting Han, et al.2021 · 6 citations

🧭 Top topics

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

🧮Reasoning (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.

🏛️ Top institutions

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

🎓Bielefeld UniversityBielefeld · Germany1 work here🔬Artificial Intelligence Research CenterTokyo · Japan1 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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