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cs.CL2025
How do Transformer Embeddings Represent Compositions? A Functional Analysis
Aishik Nagar, Ishaan Singh Rawal, Mansi Dhanania +1
Compositionality is a key aspect of human intelligence, essential for reasoning and generalization. While transformer-based models have become the de facto standard for many langua…
cs.CL2024
Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis
Aishik Nagar, Shantanu Jaiswal, Cheston Tan
Vision-language models (VLMs) have shown impressive zero- and few-shot performance on real-world visual question answering (VQA) benchmarks, alluding to their capabilities as visua…