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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 1–25 of 71 papers

TitleStatusHype
Long-Form Information Alignment Evaluation Beyond Atomic FactsCode0
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts—0
DeepSeek vs. o3-mini: How Well can Reasoning LLMs Evaluate MT and Summarization?—0
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMsCode0
Exploring the Multilingual NLG Evaluation Abilities of LLM-Based Evaluators—0
SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text—0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
Analyzing and Evaluating Correlation Measures in NLG Meta-EvaluationCode0
Large Language Models Are Active Critics in NLG Evaluation—0
DHP Benchmark: Are LLMs Good NLG Evaluators?—0
ReFeR: Improving Evaluation and Reasoning through Hierarchy of ModelsCode0
Themis: A Reference-free NLG Evaluation Language Model with Flexibility and InterpretabilityCode1
Better than Random: Reliable NLG Human Evaluation with Constrained Active SamplingCode0
Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG EvaluationCode0
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language ModelsCode0
DEBATE: Devil's Advocate-Based Assessment and Text EvaluationCode0
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models—0
Are LLM-based Evaluators Confusing NLG Quality Criteria?Code0
One Prompt To Rule Them All: LLMs for Opinion Summary EvaluationCode0
LLM-based NLG Evaluation: Current Status and Challenges—0
The Pitfalls of Defining Hallucination—0
Leveraging Large Language Models for NLG Evaluation: Advances and ChallengesCode1
LUNA: A Framework for Language Understanding and Naturalness AssessmentCode1
CoAScore: Chain-of-Aspects Prompting for NLG Evaluation—0
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects—0
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