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Papers
TASER: Translation Assessment via Systematic Evaluation and Reasoning
EMNLP 2025
TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation
ACL 2025
Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks
AAAI 2025
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
EMNLP 2025
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
CLeaR 2025
The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing
ACL 2025
Time to Revisit Exact Match
EMNLP 2025
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
ICLR 2025
Trade-offs in Image Generation: How Do Different Dimensions Interact?
ICCV 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning
ACL 2025
VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music
NAACL 2025
What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt Engineering
NAACL 2025
Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting
COLING 2025
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics
EMNLP 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents
NAACL 2024
A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation
EMNLP 2024
Analyzing the Performance of Large Language Models on Code Summarization
COLING 2024
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization
EMNLP 2024
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Assessing Image-Captioning Models: A Novel Framework Integrating Statistical Analysis and Metric Patterns
COLING 2024
A Survey of Learning Criteria Going beyond the Usual Risk (Abstract Reprint)
AAAI 2024
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
EMNLP 2024
Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection - Towards Precise Fish Morphological Assessment in Aquaculture Breeding
IJCAI 2024
Benchmarking the Performance of Machine Translation Evaluation Metrics with Chinese Multiword Expressions
COLING 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
EMNLP 2024