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- Exploring Metaphoric Paraphrase Generation — 2021 · Proceedings of the 25th Conference on Computational Natural Language Learning
- Exploring Structural Encoding for Data-to-Text Generation — 2021 · Proceedings of the 14th International Conference on Natural Language Generation
- Improving Unsupervised Question Answering via Summarization-Informed Question Generation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- It's Commonsense, isn't it? Demystifying Human Evaluations in Commonsense-Enhanced NLG Systems — 2021 · Proceedings of the Workshop on Human Evaluation of NLP Systems (HumEval)
- Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues Using BERT — 2021 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)
- OTTers: One-turn Topic Transitions for Open-Domain Dialogue — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- On the Need for Thoughtful Data Collection for Multi-Party Dialogue: A Survey of Available Corpora and Collection Methods — 2021 · Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue
- Perturbation CheckLists for Evaluating NLG Evaluation Metrics — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- Preregistering NLP research — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Reliability Testing for Natural Language Processing Systems — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks — 2021 · Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
- Scientific Credibility of Machine Translation Research: A Meta-Evaluation of 769 Papers — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Sentiment-Aware Measure (SAM) for Evaluating Sentiment Transfer by Machine Translation Systems — 2021 · Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)
- The (Un)Suitability of Automatic Evaluation Metrics for Text Simplification — 2021 · Computational Linguistics
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics — 2021 · Proceedings of the First Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)
- The Great Misalignment Problem in Human Evaluation of NLP Methods — 2021 · Proceedings of the Workshop on Human Evaluation of NLP Systems (HumEval)
- The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
- The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and Results — 2021 · Proceedings of the 14th International Conference on Natural Language Generation
- The statistical advantage of automatic NLG metrics at the system level — 2021 · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation — 2021 · Proceedings of the Sixth Conference on Machine Translation
- Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator — 2021 · Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems
- Underreporting of errors in NLG output, and what to do about it — 2021 · Proceedings of the 14th International Conference on Natural Language Generation
- A Gold Standard Methodology for Evaluating Accuracy in Data-To-Text Systems — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- A Human Evaluation of AMR-to-English Generation Systems — our card · 2020 · Proceedings of the 28th International Conference on Computational Linguistics
- Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation — 2020 · Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems
- Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
- Data-Driven Sentence Simplification: Survey and Benchmark — 2020 · Computational Linguistics
- Disentangling the Properties of Human Evaluation Methods: A Classification System to Support Comparability, Meta-Evaluation and Reproducibility Testing — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- Evaluation of Text Generation: A Survey — 2020 · arXiv:2006.14799
- Evaluation rules! On the use of grammars and rule-based systems for NLG evaluation — 2020 · Proceedings of the 1st Workshop on Evaluating NLG Evaluation
- Gradations of Error Severity in Automatic Image Descriptions — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- History for Visual Dialog: Do we really need it? — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- How Do Image Description Systems Describe People? A Targeted Assessment of System Competence in the PEOPLE-domain — 2020 · Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN)
- NUBIA: NeUral Based Interchangeability Assessor for Text Generation — 2020 · Proceedings of the 1st Workshop on Evaluating NLG Evaluation
- On the interaction of automatic evaluation and task framing in headline style transfer — 2020 · Proceedings of the 1st Workshop on Evaluating NLG Evaluation
- PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- ReproGen: Proposal for a Shared Task on Reproducibility of Human Evaluations in NLG — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- SportSett:Basketball - A robust and maintainable data-set for Natural Language Generation — 2020 · Proceedings of the Workshop on Intelligent Information Processing and Natural Language Generation
- Studying the Impact of Filling Information Gaps on the Output Quality of Neural Data-to-Text — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- Syntax-Guided Controlled Generation of Paraphrases — 2020 · Transactions of the Association for Computational Linguistics
- Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics — our card · 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
- The Amazing World of Neural Language Generation — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts
- The CACAPO Dataset: A Multilingual, Multi-Domain Dataset for Neural Pipeline and End-to-End Data-to-Text Generation — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- Towards Harnessing Natural Language Generation to Explain Black-box Models — 2020 · 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence
- Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions — 2020 · Proceedings of the 13th International Conference on Natural Language Generation
- A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Agreement is overrated: A plea for correlation to assess human evaluation reliability — 2019 · Proceedings of the 12th International Conference on Natural Language Generation
- Analyzing Sentence Fusion in Abstractive Summarization — 2019 · Proceedings of the 2nd Workshop on New Frontiers in Summarization
- Automatic Quality Estimation for Natural Language Generation: Ranting (Jointly Rating and Ranking) — 2019 · Proceedings of the 12th International Conference on Natural Language Generation
- Best practices for the human evaluation of automatically generated text — 2019 · Proceedings of the 12th International Conference on Natural Language Generation
- Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
- Handling Divergent Reference Texts when Evaluating Table-to-Text Generation — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
- Neural Generation for Czech: Data and Baselines — 2019 · Proceedings of the 12th International Conference on Natural Language Generation
- Neural Text Summarization: A Critical Evaluation — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
- Text Embellishment using Attention Based Encoder-Decoder Model — 2019 · Proceedings of the 4th Workshop on Computational Creativity in Language Generation
- Towards Comprehensive Description Generation from Factual Attribute-value Tables — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
- Weighted posets: Learning surface order from dependency trees — 2019 · Proceedings of the 18th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2019)
- A Call for Clarity in Reporting BLEU Scores — our card · 2018 · Proceedings of the Third Conference on Machine Translation: Research Papers
- Automated learning of templates for data-to-text generation: comparing rule-based, statistical and neural methods — 2018 · Proceedings of the 11th International Conference on Natural Language Generation
- Evaluation methodologies in Automatic Question Generation 2013-2018 — 2018 · Proceedings of the 11th International Conference on Natural Language Generation
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