📰 INLG 2021: all accepted papers

45 papers · the most cited first · ← INLG 2021

1. Underreporting of errors in NLG output, and what to do about it ↗Emiel van Miltenburg, Miruna Clinciu, Ondřej Dušek et al.25 citations
2. Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer ↗Kim Cheng Sheang, Horacio Saggion23 citations
3. The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and Results ↗Anya Belz, Anastasia Shimorina, Shubham Agarwal et al.20 citations
4. Generating Racing Game Commentary from Vision, Language, and Structured Data ↗Tatsuya Ishigaki, Goran Topic, Yumi Hamazono et al.18 citations
5. Attention Is Indeed All You Need: Semantically Attention-Guided Decoding for Data-to-Text NLG ↗Juraj Juraska, Marilyn Walker17 citations
6. Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension ↗Siamak Shakeri, Noah Constant, Mihir Kale et al.15 citations
7. Goal-Oriented Script Construction ↗Qing Lyu, Li Zhang, Chris Callison-Burch14 citations
8. BERT-based distractor generation for Swedish reading comprehension questions using a small-scale dataset ↗Dmytro Kalpakchi, Johan Boye13 citations
9. DialogSum Challenge: Summarizing Real-Life Scenario Dialogues ↗Yulong Chen, Yang Liu, Yue Zhang13 citations
10. Generation Challenges: Results of the Accuracy Evaluation Shared Task ↗Craig Thomson, Ehud Reiter13 citations
11. Biomedical Data-to-Text Generation via Fine-Tuning Transformers ↗Ruslan Yermakov, Nicholas Drago, Angelo Ziletti12 citations
12. Multi-Sentence Knowledge Selection in Open-Domain Dialogue ↗Mihail Eric, Nicole Chartier, Behnam Hedayatnia et al.12 citations
13. Examining Covert Gender Bias: A Case Study in Turkish and English Machine Translation Models ↗Chloe Ciora, Nur Iren, Malihe Alikhani11 citations
14. SEPRG: Sentiment aware Emotion controlled Personalized Response Generation ↗Mauajama Firdaus, Umang Jain, Asif Ekbal et al.9 citations
15. Shared Task on Feedback Comment Generation for Language Learners ↗Ryo Nagata, Masato Hagiwara, Kazuaki Hanawa et al.8 citations
16. Affective Decoding for Empathetic Response Generation ↗Chengkun Zeng, Guanyi Chen, Chenghua Lin et al.7 citations
17. GraphPlan: Story Generation by Planning with Event Graph ↗Hong Chen, Raphael Shu, Hiroya Takamura et al.7 citations
18. A Reproduction Study of an Annotation-based Human Evaluation of MT Outputs ↗Maja Popović, Anya Belz6 citations
19. Enriching the E2E dataset ↗Thiago 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 System ↗Simon Mille, Thiago Castro Ferreira, Anya Belz et al.5 citations
21. Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text ↗Vivek Srivastava, Mayank Singh5 citations
22. Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems ↗Carl Strathearn, Dimitra Gkatzia4 citations
23. Contextualizing Variation in Text Style Transfer Datasets ↗Stephanie 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
26. Predicting Antonyms in Context using BERT ↗Ayana Niwa, Keisuke Nishiguchi, Naoaki Okazaki3 citations
27. Automatic Verification of Data Summaries ↗Rayhane Rezgui, Mohammed Saeed, Paolo Papotti2 citations
28. Exploring Structural Encoding for Data-to-Text Generation ↗Joy Mahapatra, Utpal Garain2 citations
29. Formulating Neural Sentence Ordering as the Asymmetric Traveling Salesman Problem ↗Vishal Keswani, Harsh Jhamtani2 citations
30. Reproducing a Comparison of Hedged and Non-hedged NLG Texts ↗Saad Mahamood2 citations
31. Self-Training for Compositional Neural NLG in Task-Oriented Dialogue ↗Xintong Li, Symon Stevens-Guille, Aleksandre Maskharashvili et al.2 citations
32. Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process ↗Nicolas Garneau, Luc Lamontagne2 citations
33. TUDA-Reproducibility @ ReproGen: Replicability of Human Evaluation of Text-to-Text and Concept-to-Text Generation ↗Christian Richter, Yanran Chen, Steffen Eger2 citations
34. The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation ↗Ernie Chang, Xiaoyu Shen, Alex Marin et al.2 citations
35. WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue ↗Anant Khandelwal2 citations
36. Explaining Decision-Tree Predictions by Addressing Potential Conflicts between Predictions and Plausible Expectations ↗Sameen Maruf, Ingrid Zukerman, Ehud Reiter et al.1 citation
37. Exploring Input Representation Granularity for Generating Questions Satisfying Question-Answer Congruence ↗Madeeswaran Kannan, Haemanth Santhi Ponnusamy, Kordula De Kuthy et al.1 citation
38. HI-CMLM: Improve CMLM with Hybrid Decoder Input ↗Minghan Wang, Guo Jiaxin, Yuxia Wang et al.1 citation
39. SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation ↗Steven Y. Feng, Jessica Huynh, Chaitanya Prasad Narisetty et al.1 citation
40. Text-in-Context: Token-Level Error Detection for Table-to-Text Generation ↗Zdeněk Kasner, Simon Mille, Ondřej Dušek1 citation
41. Using BERT for choosing classifiers in Mandarin ↗Jani Järnfors, Guanyi Chen, Kees van Deemter et al.1 citation
42. What can Neural Referential Form Selectors Learn? ↗Guanyi Chen, Fahime Same, Kees van Deemter1 citation
43. Generating Diverse Descriptions from Semantic Graphs ↗Jiuzhou Han, Daniel Beck, Trevor Cohn
44. Grounding NBA Matchup Summaries ↗Tadashi Nomoto
45. Single Example Can Improve Zero-Shot Data Generation ↗Pavel Burnyshev, Valentin Malykh, Andrey Bout et al.

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