Papers by Adhiraj Ghosh
ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities (2025.acl-long)
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| Challenge: | ONEBench enables custom benchmarks for specific capabilities while reusing and aggregating samples. |
| Approach: | They propose a new paradigm that consolidates individual evaluation datasets into a unified, ever-expanding sample pool. |
| Outcome: | The proposed model evaluation framework is based on dynamic, sample-level evaluation. |
ViPE: Visualise Pretty-much Everything (2023.emnlp-main)
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| Challenge: | Figure and non-literal expressions are deeply integrated in human communication . text-to-image models like Stable Diffusion struggle to depict non-figural expression . |
| Approach: | They propose a series of lightweight and robust language models that can be used to visualise non-literal expressions. |
| Outcome: | The proposed language models are more robust than existing models and can generate high-quality images. |