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cs.CL2022★ 6 cited
Gradient-Based Constrained Sampling from Language Models
Sachin Kumar, Biswajit Paria, Yulia Tsvetkov
Large pretrained language models generate fluent text but are notoriously hard to controllably sample from. In this work, we study constrained sampling from such language models: g…
cs.CL2016★ 8 cited
A Neural Architecture Mimicking Humans End-to-End for Natural Language Inference
Biswajit Paria, K. M. Annervaz, Ambedkar Dukkipati +2
In this work we use the recent advances in representation learning to propose a neural architecture for the problem of natural language inference. Our approach is aligned to mimic…