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20222025
most citedA Unified Framework for Alternating Offline Model Training and Policy Learning

2 citations · 2 across the 2 of their papers we have counts for

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cs.CL2025

DLM-One: Diffusion Language Models for One-Step Sequence Generation

Tianqi Chen, Shujian Zhang, Mingyuan Zhou

This paper introduces DLM-One, a score-distillation-based framework for one-step sequence generation with continuous diffusion language models (DLMs). DLM-One eliminates iterative…

cs.CL2024

Switchable Decision: Dynamic Neural Generation Networks

Shujian Zhang, Korawat Tanwisuth, Chengyue Gong +2

Auto-regressive generation models achieve competitive performance across many different NLP tasks such as summarization, question answering, and classifications. However, they are…