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publications

Zero-shot tabular prediction via adversarial transformer

Introducing APT, an adversarially pre-trained transformer achieving SOTA on small tabular tasks. (ICML)

publications

Predicting language model performance on multilingual tasks

Scalable framework predicts multilingual LM performance on NLP tasks using efficient proxy models. (NAACL)

publications

Red teaming LLMs: an end-to-end safety overview

Survey covering GenAI application vulnerabilities, including attack methods, evaluation, metrics, and mitigation tools. (NAACL)

publications

WorldCuisines: a VQA benchmark

A massive multilingual and multicultural visual question answering benchmark for evaluating VLMs on global cuisines. (NAACL)

publications

T-Explainer: stable gradient-based model explanations

A novel, stable, local additive attribution XAI framework based on Taylor expansion. (IEEE Intelligent Systems)

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