conftrace_

reference-free evaluation

93 papers

Explore in graph

Co-occurring keywords

large language model (13587) quality estimation (232) summarization evaluation (84) evaluation metric (573) machine translation (2499) reference-free metric (34) text summarization (896) automatic evaluation (225) factual consistency (126) text generation (2913)

Papers

Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation ACL 2026
VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis ACL 2026
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation EACL 2026
LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026
DREAM: Deep Research Evaluation with Agentic Metrics ACL 2026
Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering ACL 2026
ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization ACL 2026
BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models ICCV 2025
PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization EMNLP 2025
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025
F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task EMNLP 2025
LeMAJ (Legal LLM-as-a-Judge): Bridging Legal Reasoning and LLM Evaluation EMNLP 2025
LLM-based post-editing as reference-free GEC evaluation ACL 2025
Measuring the Robustness of Reference-Free Dialogue Evaluation Systems COLING 2025
SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator ACL 2025
QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering EMNLP 2025
MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025
A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025
AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025
ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs ACL 2025
GEMBA V2: Ten Judgments Are Better Than One EMNLP 2025
Simple Test Time Scaling for Machine Translation: Kaze-MT at the WMT25 General Translation Task EMNLP 2025