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Ajay Gupta

2 accepted papers

2023

End-to-End Deep Reinforcement Learning for Conversation Disentanglement

AAAI 2023technical

Collaborative Communication platforms (e.g., Slack) support multi-party conversations which contain a large number of messages on shared channels. Multiple conversations intermingle within these messages. The task of conversation disentanglement is to cluster these intermingled messages into convers…

2022

Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks

COLING 2022main

Quantization, knowledge distillation, and magnitude pruning are among the most popular methods for neural network compression in NLP. Independently, these methods reduce model size and can accelerate inference, but their relative benefit and combinatorial interactions have not been rigorously studie…