Healthcare Benchmarks Are Solely as Good as Their Assumptions – Machine Studying Weblog | ML@CMU
In healthcare settings the place sufferers use LLMs as a medical assistant, LLM efficiency differs between analysis and deployment. (a) ...
Tag: MLCMU
Pre-Coaching Isn’t Bitter Sufficient – Machine Studying Weblog | ML@CMU
Activity development because the management floor in continued pretraining. A development rule (c) maps every unlabeled instance (xsimmathcal D_u) right ...
Instructing Imaginative and prescient-Language Fashions to Communicate Cinema – Machine Studying Weblog | ML@CMU
A 12 months of constructing a video caption pipeline with 100+ skilled creators, and what it taught us about scaling ...
Introducing ARFBench: A time collection question-answering benchmark primarily based on actual incidents – Machine Studying Weblog | ML@CMU
Greater than a trillion {dollars} are misplaced yearly resulting from system failures. To resolve them, engineers should troubleshoot outages shortly. ...
Carnegie Mellon at ICLR 2026 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 194 papers on the Fourteenth Worldwide Convention on Studying Representations (ICLR 2026), held from April Twenty ...
When Ought to AI Step Apart?: Educating Brokers When People Need to Intervene – Machine Studying Weblog | ML@CMU
Latest advances in massive language fashions (LLMs) have enabled AI brokers to carry out more and more complicated duties in ...
LumberChunker: Lengthy-Type Narrative Doc Segmentation – Machine Studying Weblog | ML@CMU
Hyperlinks:Paper | Code | Knowledge LumberChunker lets an LLM determine the place a protracted story must be cut up, creating ...
Carnegie Mellon at NeurIPS 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 156 papers on the Thirty-Ninth Annual Convention on Neural Info Processing Techniques (NeurIPS 2025), held from ...
Sure, AI, There’s a Santa Claus – Machine Studying Weblog | ML@CMU
Individuals use LLMs to ask for perception on quite a lot of vital questions: future planning, emotional issues, scientific analysis. ...
Validating LLM-as-a-Choose Programs underneath Ranking Indeterminacy – Machine Studying Weblog | ML@CMU
Determine 1: Our framework for validating LLM-as-a-judge techniques underneath score indeterminacy, the place objects in a subjective score process can ...
