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Regular analyses of advances in natural language processing and machine learning.

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Latest Issues

The Evolving Landscape of LLM Evaluation

Edit, May 16: Added mention of Benchmarking Benchmark Leakage in Large Language Models (Xu et al. , 2024).

Throughout recent years, LLM capabilities have outpaced evaluation benchmarks. This is not a new development.1 The set of canonical...

2 years ago
59

Command R+

This post is an update on what I’ve been up to since I joined Cohere. I’ve had fun contributing to the launch of Command R and R+, the latest Cohere models. I’ll discuss more details once the tech report is out; in the meantime I’ll share w...

2 years ago
27
2

True Zero-shot MT

Little over a week ago, Gemini 1.5 reported close to human-level performance on MTOB, a recent challenging translation dataset. In this newsletter, we’ll dig into this result, explore true zero-shot machine translation (MT), and consider ho...

2 years ago
26

Thoughts on the 2024 AI Job Market

It’s crazy how the AI and NLP landscape has evolved over the last five years. 5 years ago, around the time I finished my PhD, if you wanted to work on cutting-edge natural language processing (NLP), your choice was relatively limited.

Rece...

2 years ago
72
1

The Big Picture of AI Research

More papers on AI are published than ever before1 but each paper tends to only present its part of the picture—and it becomes difficult to recognize the larger story to which a paper is connected. To encourage the community to explore broad...

2 years ago
42
3

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