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zero-shot performance

42 papers

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zero-shot learning (16) large language model (7) transfer learning (4) vision-language pre-training (3) language model (3) multimodal learning (3) contrastive learning (3) neuro-symbolic reasoning (2) multi-task training (2) multilingual language model (2)

Papers

ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models AAAI 2026 NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models AAAI 2026 Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning CVPR 2026 VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment CVPR 2026 Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining EMNLP 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 Fine-Grained Captioning of Long Videos through Scene Graph Consolidation ICML 2025 From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation EMNLP 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025 Post-pre-training for Modality Alignment in Vision-Language Foundation Models CVPR 2025 RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025 Segment Anything, Even Occluded CVPR 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 TrackVLA: Embodied Visual Tracking in the Wild CoRL 2025 Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024 Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data ICML 2024 Evolution-Inspired Loss Functions for Protein Representation Learning ICML 2024 Learning Versatile Skills with Curriculum Masking NeurIPS 2024 Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024 ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024 Tag2Text: Guiding Vision-Language Model via Image Tagging ICLR 2024 TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024 VideoCon: Robust Video-Language Alignment via Contrast Captions CVPR 2024 Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models ICML 2024