Research

A selection of research papers published by the WRITER team. Read key findings and takeaways, and click through to see the complete papers.

How personalized context quietly degrades AI accuracy: a deeper look

Writer Team

Palmyra-mini: Small models, big throughput, powerful reasoning

Rakshith Vasudev

Reflect, retry, reward: Self-improving LLMs via reinforcement learning

Shelly Bensal

Expecting the unexpected: A new benchmark for LLM resilience in finance — FailSafeQA

Writer Team

Introducing self-evolving models

Waseem AlShikh

Introducing Writing in the Margins

Writer Team

Comparative analysis of retrieval systems in the real world

Writer Team

OmniACT: A dataset and benchmark for enabling multimodal generalist autonomous agents for desktop and web

Writer Team

Palmyra Med: instruction-based fine-tuning of LLMs enhancing medical domain performance

Writer Team

Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning

Writer Team

Grammatical error correction: a survey of the state of the art

Writer Team

Fusion-in-Decoder: Achieving state-of-the-art open-domain QA performance

Writer Team