Archive - NLPiation

NLPiation #31 - Attention, Reasoning, Retry

Exploring new frontiers in coding, comprehension, and the art of trying again.

Jun 28 •

Ala Alam Falaki

May 2025

NLPiation #30 - Decomposition, Diffusion, Control

Exploring decomposition, diffusion, and control beyond traditional agents in NLP.

May 31 •

Ala Alam Falaki

March 2025

NLPiation #29 - From Thinking to Scaling

Exploring efficient reasoning, context extraction, and model scaling innovations in today's cutting-edge NLP research.

Mar 29 •

Ala Alam Falaki

NLPiation #29 - Caching, Context, Concepts

Exploring how caching strategies, context length, uncertainty estimation, and conceptual representations are reshaping knowledge retrieval in language…

Mar 9 •

Ala Alam Falaki

February 2025

NLPiation #28 - Reasoning, Judging, Evolving

How Language Models Learn to Think, Judge, and Scale: From Code Evaluation to Memory-Efficient Reasoning.

Feb 2 •

Ala Alam Falaki

December 2024

NLPiation #27 - Scaling Through Diversity

Exploring how repeated sampling, graph integration, and efficient quantization are reshaping how language models learn and scale.

Dec 29, 2024 •

Ala Alam Falaki

November 2024

NLPiation #26 - Detection, Reasoning, Transfer

Advancing LLMs through smarter attention mechanisms, thought-based reasoning, and efficient knowledge transfer.

Nov 30, 2024 •

Ala Alam Falaki

September 2024

NLPiation #25 - Experts, Knowledge, Memory

Exploring the complexity of expert mixtures, knowledge integration, and memory in modern NLP models.

Sep 1, 2024 •

Ala Alam Falaki

July 2024

NLPiation #24 - Accelerating Contextual Compression for Multimodal Understanding

Unlocking efficiency by Innovations in NLP for Speed, Context, and Multimodal Insights

Jul 27, 2024 •

Ala Alam Falaki

NLPiation #23 - Scaling Up Smarter

Advancing Language Models through Efficient Training and Alignment Techniques.

Jul 3, 2024 •

Ala Alam Falaki

June 2024

Newsletter #22 - Optimizing Model Merging, Code, and Labels

This month, we explore optimizing model merging, fine-tuning supervision, autonomous coding, and selective token relevance in NLP.

Jun 1, 2024 •

Ala Alam Falaki

May 2024

Newsletter #21 - Synthesizing, Simulating, Stealing

Crafting synthetic datasets, questioning embedding similarities, simulating learning processes in language models, and addressing security concerns in…

May 4, 2024 •

Ala Alam Falaki

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