conftrace_

evaluation metric

573 papers

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machine translation (2499) large language model (13587) text generation (2913) natural language generation (785) automatic evaluation (225) human evaluation (379) text summarization (896) language model (4599) question answering (2963) translation quality (224)

Papers

Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025
NRC Systems for the WMT2025-LRSL Shared Task EMNLP 2025
Meaningful Pose-Based Sign Language Evaluation EMNLP 2025
Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025
Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation NAACL 2025
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Rethinking Prompt-based Debiasing in Large Language Model ACL 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025
FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025
Time to Revisit Exact Match EMNLP 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025
CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells NAACL 2025
Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks AAAI 2025
CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering IJCNLP 2025
TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025
LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages IJCNLP 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation EMNLP 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025
TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation ACL 2025
What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt Engineering NAACL 2025
Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025