Update README.md

README.md

@@ -242,7 +242,7 @@ At DAIR.AI we ❤️ reading ML papers so we've created this repo to highlight t
 | 7) **LMFlow** - an extensible and lightweight toolkit that simplifies finetuning and inference of general large foundation models; supports continuous pretraining, instruction tuning, parameter-efficient finetuning, alignment tuning, and large model inference. | [Paper](https://arxiv.org/abs/2306.12420),  [Tweet](https://twitter.com/omarsar0/status/1671881864930549761?s=20)  |
 | 8) **MotionGPT** - uses multimodal control signals for generating consecutive human motions; it quantizes multimodal control signals intro discrete codes which are converted to LLM instructions that generate motion answers. | [Paper](https://arxiv.org/abs/2306.10900v1),  [Tweet](https://twitter.com/arankomatsuzaki/status/1671341916980490241?s=20)  |
 | 9) **Wanda** - introduces a simple and effective pruning approach for LLMs; it prunes weights with the smallest magnitudes multiplied by the corresponding input activations, on a per-output basis; the approach requires no retraining or weight update and outperforms baselines of magnitude pruning. | [Paper](https://arxiv.org/abs/2306.11695), [Tweet](https://twitter.com/Yampeleg/status/1671885220218560516?s=20)  |
-| 10) **AudioPaLM** -fuses text-based and speech-based LMs, PaLM-2 and AudioLM, into a multimodal architecture that supports speech understanding and generation; outperforms existing systems for speech translation tasks with zero-shot speech-to-text translation capabilities. | [Paper](https://arxiv.org/abs/2306.12925v1), [Tweet](https://twitter.com/PaulKRubenstein/status/1672128984220413953?s=20) |
+| 10) **AudioPaLM** - fuses text-based and speech-based LMs, PaLM-2 and AudioLM, into a multimodal architecture that supports speech understanding and generation; outperforms existing systems for speech translation tasks with zero-shot speech-to-text translation capabilities. | [Paper](https://arxiv.org/abs/2306.12925v1), [Tweet](https://twitter.com/PaulKRubenstein/status/1672128984220413953?s=20) |
 
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 ## Top ML Papers of the Week (June 12 - June 18)