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Evaluation

2,155 papers

Papers per year

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Papers

Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025
Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management EMNLP 2025
An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation EMNLP 2025
Bringing Pedagogy into Focus: Evaluating Virtual Teaching Assistants’ Question-Answering in Asynchronous Learning Environments EMNLP 2025
AraSafe: Benchmarking Safety in Arabic LLMs EMNLP 2025
Conflicts in Texts: Data, Implications and Challenges EMNLP 2025
MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation EMNLP 2025
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM EMNLP 2025
Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases EMNLP 2025
How Reliable is Multilingual LLM-as-a-Judge? EMNLP 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments EMNLP 2025
LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond EMNLP 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025
Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025
Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences EMNLP 2025
LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025
PsyScam: A Benchmark for Psychological Techniques in Real-World Scams EMNLP 2025