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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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MMLU-Pro fixed one answer shortcut and doubled another, and its new questions are why

MMLU-Pro fixed one answer shortcut and doubled another, and its new questions are why

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4 min read
Pick the longest answer: 52.7% on MMLU international law, below chance on public relations

Pick the longest answer: 52.7% on MMLU international law, below chance on public relations

Comments 1
3 min read
MMLU's 'the answer is D' is an MMLU quirk: ARC, CommonsenseQA and HellaSwag don't share it

MMLU's 'the answer is D' is an MMLU quirk: ARC, CommonsenseQA and HellaSwag don't share it

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3 min read
Fixing Bedrock ToolResult Ordering Errors

Fixing Bedrock ToolResult Ordering Errors

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1 min read
"Always D" scores 46.7% on MMLU high-school statistics: where benchmark answers sit, by subject and by split

"Always D" scores 46.7% on MMLU high-school statistics: where benchmark answers sit, by subject and by split

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3 min read
MMLU's "the answer is D" tilt is mostly an "all of the above" artifact

MMLU's "the answer is D" tilt is mostly an "all of the above" artifact

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4 min read
Your Question-Level Split Can Leak the Same Answer Twice

Your Question-Level Split Can Leak the Same Answer Twice

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Comments 11
7 min read
Shadow EMA: model rationale and architecture

Shadow EMA: model rationale and architecture

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7 min read
Does OpenBookQA leak its answer? It's the longest option and the first — and neither shortcut generalizes

Does OpenBookQA leak its answer? It's the longest option and the first — and neither shortcut generalizes

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3 min read
Chris Manning: Language Is the Real Unlock for Intelligence | Chris Manning播客——语言才是解锁智能的关键

Chris Manning: Language Is the Real Unlock for Intelligence | Chris Manning播客——语言才是解锁智能的关键

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1 min read
What's new in Lixity: numbers you can compare, evidence that survives edits

What's new in Lixity: numbers you can compare, evidence that survives edits

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4 min read
Picking the longest answer scores 43% on OpenBookQA and ~chance on ARC: a per-benchmark length-shortcut census

Picking the longest answer scores 43% on OpenBookQA and ~chance on ARC: a per-benchmark length-shortcut census

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4 min read
What happened to Sapling.AI?

What happened to Sapling.AI?

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1 min read
Day 24: Attention Mechanism: The Core Intuition

Day 24: Attention Mechanism: The Core Intuition

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4 min read
Is 'neutral is the hardest NLI label' true in every text domain? Splitting ANLI's verifier agreement by (genre, class)

Is 'neutral is the hardest NLI label' true in every text domain? Splitting ANLI's verifier agreement by (genre, class)

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4 min read
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