Below are all of my research contributions:
Ablation study of neural network components for forecasting, finding gating and attention improve RNNs while recurrence …...
Enhanced TABME benchmark for page stream segmentation, creating TABME++, showing fine-tuned decoder-based LLMs …...
LLM applications for insurance document automation using parameter-efficient fine-tuning and analysis of calibration …...
Analytical model of Word2Vec and GloVe statistics. First analytical solution to Word2Vec's softmax skip-gram with bias …...
Investigation into EigenNoise, a data-free initialization scheme for word vectors that approaches pre-trained model …...
Investigation into whether universal adversarial triggers can control both topic and stance of GPT-2's generated text …...
NewsTweet dataset and pipeline for studying embedded tweets in online news. Analysis shows 13% of stories contain …...
Investigation into follower dynamics on high-profile Twitter accounts, documenting sub-second spikes, saw-tooth …...
Explores a data-driven approach to construct a WordNet-like semantic network using the entirety of the noisy, …...