zero-shot evaluation

Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts ACL 2026 Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ACL 2026 KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion Detection SemEval 2026 Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026 Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026 MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding CVPR 2026 BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025 Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025 Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination COLING 2025 Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025 Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025 Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025 Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025 GmSLM : Generative Marmoset Spoken Language Modeling EMNLP 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025 LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025 Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025 Measuring Gender Bias in Language Models in Farsi ACL 2025 Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025 SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation CVPR 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 UniK3D: Universal Camera Monocular 3D Estimation CVPR 2025 Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025