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Found 8 papers, 5 papers with code
Measuring The Impact Of Programming Language Distribution
Training a model on a balanced corpus results in, on average, 12. 34% higher $pass@k$ across all tasks and languages compared to the baseline.
Pareto-Optimal Quantized ResNet Is Mostly 4-bit
In this work, we use ResNet as a case study to systematically investigate the effects of quantization on inference compute cost-quality tradeoff curves.
Bridging Information-Seeking Human Gaze and Machine Reading Comprehension
In this work, we analyze how human gaze during reading comprehension is conditioned on the given reading comprehension question, and whether this signal can be beneficial for machine reading comprehension.
STARC: Structured Annotations for Reading Comprehension
We present STARC (Structured Annotations for Reading Comprehension), a new annotation framework for assessing reading comprehension with multiple choice questions.
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision
We present a novel method for aligning a sequence of instructions to a video of someone carrying out a task.
ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures
Applied to mixture modeling, our approach enables the Dirichlet process to simultaneously learn clusters that describe the data and superclusters that define the granularity of parallelization.
