Papers by Durga Prasad Maram
xLM: A Python Package for Non-Autoregressive Language Models (2026.eacl-demo)
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| Challenge: | Autoregressive language models generate text sequentially from left to right by adding one token at a time. |
| Approach: | They propose a python package that provides a suite of small non-autoregressive language models that can be used by researchers. |
| Outcome: | The proposed package makes implementing small non-autoregressive language models faster and provides a suite of pre-trained models that can be used by the research community. |