evaluation framework

Responsible Evaluation of AI for Mental Health ACL 2026 SceneEval: Evaluating Semantic Coherence in Text-Conditioned 3D Indoor Scene Synthesis WACV 2026 VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning ACL 2026 When Reasoning Collapses: A Depth-Aware Probe into LLM Reasoning (Student Abstract) AAAI 2026 Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback AAAI 2026 A Comprehensive Evaluation of Cognitive Biases in LLMs NAACL 2025 Agents' Room: Narrative Generation through Multi-step Collaboration ICLR 2025 AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs EMNLP 2025 Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 Between the Drafts: An Evaluation Framework for Identifying Quality Improvement and Stylistic Differences in Scientific Texts AACL 2025 Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025 Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems Interspeech 2025 BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering IJCNLP 2025 Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs EMNLP 2025 Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025 Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations COLING 2025 ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models ICLR 2025 ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ACL 2025 Diagnosing Failures in Large Language Models’ Answers: Integrating Error Attribution into Evaluation Framework ACL 2025 Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025 DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025 Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025