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nlg evaluation

Evaluate the generated text by NLG (Natural Language Generation) systems, like large language models

Papers

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Showing 51–71 of 71 papers

TitleStatusHype
Agreement is overrated: A plea for correlation to assess human evaluation reliability—0
The use of rating and Likert scales in Natural Language Generation human evaluation tasks: A review and some recommendations—0
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation -- through the Lens of Semantic Similarity Rating—0
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models—0
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons—0
Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts—0
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text—0
CoAScore: Chain-of-Aspects Prompting for NLG Evaluation—0
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts—0
Rethinking Model Evaluation as Narrowing the Socio-Technical Gap—0
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects—0
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications—0
DeepSeek vs. o3-mini: How Well can Reasoning LLMs Evaluate MT and Summarization?—0
SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text—0
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation—0
DHP Benchmark: Are LLMs Good NLG Evaluators?—0
Dialect-robust Evaluation of Generated Text—0
Dolphin: A Challenging and Diverse Benchmark for Arabic NLG—0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
A Tutorial on Evaluation Metrics used in Natural Language Generation—0
Evaluation of Text Generation: A Survey—0
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