← Learning Types
Deep Learning › Learning Types ›

Evaluation

150 directly classified papers

Papers per year

Papers

LLMs can be easily Confused by Instructional Distractions ACL 2025
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025
CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025
EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025
Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025
Where Are We? Evaluating LLM Performance on African Languages ACL 2025
WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging ACL 2025
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NIPS 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024
Realistic Evaluation of Toxicity in Large Language Models ACL 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024
Bias in News Summarization: Measures, Pitfalls and Corpora ACL 2024
Exploring Defeasibility in Causal Reasoning ACL 2024
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024