conftrace_

zero-shot evaluation

45 papers

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zero-shot learning (3650) large language model (13587) language model (4599) low-resource language (2273) information retrieval (1514) question answering (2963) benchmark evaluation (1556) multimodal large language model (966) cross-lingual transfer (1477) representation learning (6206)

Papers

Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts ACL 2026
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation AAAI 2026
Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ACL 2026
Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026
WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai EMNLP 2025
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language COLING 2025
Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs ACL 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation CVPR 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
Polishing Every Facet of the GEM: Testing Linguistic Competence of LLMs and Humans in Korean ACL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge 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
Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination COLING 2025
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025
Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025
Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025
LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025
GmSLM : Generative Marmoset Spoken Language Modeling EMNLP 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
UniK3D: Universal Camera Monocular 3D Estimation CVPR 2025
LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning EACL 2024