25 citations · 31 across the 10 of their papers we have counts for
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cs.CL2024
A Little Human Data Goes A Long Way
Dhananjay Ashok, Jonathan May
Faced with an expensive human annotation process, creators of NLP systems increasingly turn to synthetic data generation. While this method shows promise, the extent to which synth…
cs.CL2024
Controllable Text Generation in the Instruction-Tuning Era
Dhananjay Ashok, Barnabas Poczos
While most research on controllable text generation has focused on steering base Language Models, the emerging instruction-tuning and prompting paradigm offers an alternate approac…