34 citations · 63 across the 9 of their papers we have counts for
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cs.CL2025
Steered Generation via Gradient Descent on Sparse Features
Sumanta Bhattacharyya, Pedram Rooshenas
Large language models (LLMs) encode a diverse range of linguistic features within their latent representations, which can be harnessed to steer their output toward specific target…
cs.CL2020★ 34 cited
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar +3
The discrepancy between maximum likelihood estimation (MLE) and task measures such as BLEU score has been studied before for autoregressive neural machine translation (NMT) and res…