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most citedWhy are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers

7 citations · 21 across the 9 of their papers we have counts for

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cs.DB2024★ 1 cited

A Blueprint Architecture of Compound AI Systems for Enterprise

Eser Kandogan, Sajjadur Rahman, Nikita Bhutani +11

Large Language Models (LLMs) have showcased remarkable capabilities surpassing conventional NLP challenges, creating opportunities for use in production use cases. Towards this goa…

cs.CL2024

Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models

Seiji Maekawa, Hayate Iso, Sairam Gurajada +1

While large language models (LMs) demonstrate remarkable performance, they encounter challenges in providing accurate responses when queried for information beyond their pre-traine…