---
title: "GEM 2022 — all accepted papers with summaries and citations"
description: "All 45 papers of GEM 2022, the most cited first; those with our summary link to it. Among them: Don't Say What You Don't Know: Improving…"
canonical: "https://research.elamur.ai/free/en/venues/gem/2022/papers/"
---
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# GEM 2022: all accepted papers

45 papers · the most cited first · [← GEM 2022](https://md.research.elamur.ai/free/en/venues/gem/2022/)

1. **[Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search ↗](https://aclanthology.org/2022.gem-1.51/)**Daniel King, Zejiang Shen, Nishant Subramani et al.*26 citations*
2. **[Control Prefixes for Parameter-Efficient Text Generation ↗](https://aclanthology.org/2022.gem-1.31/)**Jordan Clive, Kris Cao, Marek Rei*20 citations*
3. **[What Makes Data-to-Text Generation Hard for Pretrained Language Models? ↗](https://aclanthology.org/2022.gem-1.50/)**Moniba Keymanesh, Adrian Benton, Mark Dredze*12 citations*
4. **[Factual Error Correction for Abstractive Summaries Using Entity Retrieval ↗](https://aclanthology.org/2022.gem-1.41/)**Hwanhee Lee, Cheoneum Park, Seunghyun Yoon et al.*10 citations*
5. **[Improving abstractive summarization with energy-based re-ranking ↗](https://aclanthology.org/2022.gem-1.1/)**Diogo Pernes, Afonso Mendes, André F. T. Martins*9 citations*
6. **[Semantic Similarity as a Window into Vector- and Graph-Based Metrics ↗](https://aclanthology.org/2022.gem-1.8/)**Wai Ching Leung, Shira Wein, Nathan Schneider*8 citations*
7. **[Analyzing Multi-Task Learning for Abstractive Text Summarization ↗](https://aclanthology.org/2022.gem-1.5/)**Frederic Kirstein, Jan Philip Wahle, Terry Ruas et al.*7 citations*
8. **[Weakly Supervised Context-based Interview Question Generation ↗](https://aclanthology.org/2022.gem-1.4/)**Samiran Pal, Kaamraan Khan, Avinash Kumar Singh et al.*7 citations*
9. **[Enhancing and Evaluating the Grammatical Framework Approach to Logic-to-Text Generation ↗](https://aclanthology.org/2022.gem-1.13/)**Eduardo Calò, Elze van der Werf, Albert Gatt et al.*6 citations*
10. **[Human perceiving behavior modeling in evaluation of code generation models ↗](https://aclanthology.org/2022.gem-1.24/)**Sergey Kovalchuk, Vadim Lomshakov, Artem Aliev*6 citations*
11. **[Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora ↗](https://aclanthology.org/2022.gem-1.35/)**George Kour, Samuel Ackerman, Eitan Daniel Farchi et al.*6 citations*
12. **[T5QL: Taming language models for SQL generation ↗](https://aclanthology.org/2022.gem-1.23/)**Samuel David Arcadinho, David Aparicio, Hugo Veiga et al.*6 citations*
13. **[A Survey of Recent Error Annotation Schemes for Automatically Generated Text ↗](https://aclanthology.org/2022.gem-1.33/)**Rudali Huidrom, Anya Belz*5 citations*
14. **[Answerability: A custom metric for evaluating chatbot performance ↗](https://aclanthology.org/2022.gem-1.27/)**Pranav Gupta, Anand A. Rajasekar, Amisha Patel et al.*5 citations*
15. **[Revisiting text decomposition methods for NLI-based factuality scoring of summaries ↗](https://aclanthology.org/2022.gem-1.7/)**John Glover, Federico Fancellu, Vasudevan Jagannathan et al.*5 citations*
16. **[Nearest Neighbor Language Models for Stylistic Controllable Generation ↗](https://aclanthology.org/2022.gem-1.25/)**Severino Trotta, Lucie Flek, Charles Welch*4 citations*
17. **[Improved Evaluation of Automatic Source Code Summarisation ↗](https://aclanthology.org/2022.gem-1.28/)**Jesse Phillips, David Bowes, Mahmoud El-Haj et al.*3 citations*
18. **[Most NLG is Low-Resource: here's what we can do about it ↗](https://aclanthology.org/2022.gem-1.29/)**David M. Howcroft, Dimitra Gkatzia*3 citations*
19. **[Narrative Why-Question Answering: A Review of Challenges and Datasets ↗](https://aclanthology.org/2022.gem-1.48/)**Emil Kalbaliyev, Kairit Sirts*3 citations*
20. **[On reporting scores and agreement for error annotation tasks ↗](https://aclanthology.org/2022.gem-1.26/)**Maja Popović, Anya Belz*3 citations*
21. **[Unsupervised Token-level Hallucination Detection from Summary Generation By-products ↗](https://aclanthology.org/2022.gem-1.21/)**Andreas Marfurt, James Henderson*3 citations*
22. **[20Q: Overlap-Free World Knowledge Benchmark for Language Models ↗](https://aclanthology.org/2022.gem-1.46/)**Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann et al.*2 citations*
23. **[Error Analysis of ToTTo Table-to-Text Neural NLG Models ↗](https://aclanthology.org/2022.gem-1.43/)**Barkavi Sundararajan, Somayajulu Sripada, Ehud Reiter*2 citations*
24. **[Evaluation of Response Generation Models: Shouldn't It Be Shareable and Replicable? ↗](https://aclanthology.org/2022.gem-1.12/)**Seyed Mahed Mousavi, Gabriel Roccabruna, Michela Lorandi et al.*2 citations*
25. **[Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions ↗](https://aclanthology.org/2022.gem-1.3/)**Pengshan Cai, Mo Yu, Fei Liu et al.*2 citations*
26. **[Plug-and-Play Recipe Generation with Content Planning ↗](https://aclanthology.org/2022.gem-1.19/)**Yinhong Liu, Yixuan Su, Ehsan Shareghi et al.*2 citations*
27. **[Template-based Contact Email Generation for Job Recommendation ↗](https://aclanthology.org/2022.gem-1.15/)**Qiuchi Li, Christina Lioma*2 citations*
28. **[Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation ↗](https://aclanthology.org/2022.gem-1.20/)**Shulin Huang, Shirong Ma, Yinghui Li et al.*2 citations*
29. **[WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia ↗](https://aclanthology.org/2022.gem-1.10/)**Dina Pisarevskaya, Tatiana Shavrina*2 citations*
30. **[Assessing Inter-metric Correlation for Multi-document Summarization Evaluation ↗](https://aclanthology.org/2022.gem-1.40/)**Michael Ridenour, Ameeta Agrawal, Olubusayo Olabisi*1 citation*
31. **[CLSE: Corpus of Linguistically Significant Entities ↗](https://aclanthology.org/2022.gem-1.6/)**Aleksandr Chuklin, Justin Zhao, Mihir Kale*1 citation*
32. **[Coherent Long Text Generation by Contrastive Soft Prompt ↗](https://aclanthology.org/2022.gem-1.42/)**Guandan Chen, Jiashu Pu, Yadong Xi et al.*1 citation*
33. **[Improving Dialogue Act Recognition with Augmented Data](https://md.research.elamur.ai/free/en/papers/mahajan-2022-improving-dialogue-act-recognition-augmented/)**Khyati Mahajan, Soham Parikh, Quaizar Vohra et al.*1 citation · our summary*
34. **[Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations ↗](https://aclanthology.org/2022.gem-1.9/)**Zixiu Wu, Simone Balloccu, Rim Helaoui et al.*1 citation*
35. **[Transfer learning for multilingual vacancy text generation ↗](https://aclanthology.org/2022.gem-1.18/)**Anna Lorincz, David Graus, Dor Lavi et al.*1 citation*
36. **[What Was Your Name Again? Interrogating Generative Conversational Models For Factual Consistency Evaluation ↗](https://aclanthology.org/2022.gem-1.47/)**Ehsan Lotfi, Maxime De Bruyn, Jeska Buhmann et al.*1 citation*
37. **[A Corpus and Evaluation for Predicting Semi-Structured Human Annotations ↗](https://aclanthology.org/2022.gem-1.22/)**Andreas Marfurt, Ashley Thornton, David Sylvan et al.
38. **[Are Abstractive Summarization Models truly `Abstractive'? An Empirical Study to Compare the two Forms of Summarization ↗](https://aclanthology.org/2022.gem-1.17/)**Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah
39. **[Controllable Text Generation for All Ages: Evaluating a Plug-and-Play Approach to Age-Adapted Dialogue ↗](https://aclanthology.org/2022.gem-1.14/)**Lennert Jansen, Štěpán Lars Laichter, Arabella Sinclair et al.
40. **[Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation ↗](https://aclanthology.org/2022.gem-1.45/)**Nikolai Ilinykh, Simon Dobnik
41. **[Exploring a POS-based Two-stage Approach for Improving Low-Resource AMR-to-Text Generation ↗](https://aclanthology.org/2022.gem-1.49/)**Marco Antonio Sobrevilla Cabezudo, Thiago Pardo
42. **[GiCCS: A German in-Context Conversational Similarity Benchmark ↗](https://aclanthology.org/2022.gem-1.30/)**Shima Asaadi, Zahra Kolagar, Alina Liebel et al.
43. **[Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting ↗](https://aclanthology.org/2022.gem-1.39/)**Mack Blackburn
44. **[Task-driven augmented data evaluation ↗](https://aclanthology.org/2022.gem-1.2/)**Olga Golovneva, Pan Wei, Khadige Abboud et al.
45. **[What's in a (dataset's) name? The case of BigPatent ↗](https://aclanthology.org/2022.gem-1.34/)**Silvia Casola, Alberto Lavelli, Horacio Saggion
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