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 ...
Tag: MLCMU
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 ...
Carnegie Mellon at NeurIPS 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 156 papers on the Thirty-Ninth Annual Convention on Neural Data Processing Programs (NeurIPS 2025), held from ...
The way to Discover to Scale RL Coaching of LLMs on Laborious Issues? – Machine Studying Weblog | ML@CMU
Determine 1. Three regimes of exploration: Present RL mannequin can discover through: (1) sharpening: merely will increase probability on traces ...
Carnegie Mellon College at EMNLP 2025 – Machine Studying Weblog | ML@CMU
CMU researchers are presenting 50 papers on the Thirtieth Convention on Empirical Strategies in Pure Language Processing (EMNLP 2025), held ...
Studying from Failure to Deal with Extraordinarily Exhausting Issues – Machine Studying Weblog | ML@CMU
This weblog put up relies on the work BaNEL: Exploration Posteriors for Generative Modeling Utilizing Solely Unfavorable Rewards. Tackling Very ...
Diffusion Beats Autoregressive in Knowledge-Constrained Settings – Machine Studying Weblog | ML@CMU
TLDR: In case you are compute-constrained, use autoregressive fashions; in case you are data-constrained, use diffusion fashions. Motivation Progress in ...
Verlog: A Multi-turn RL framework for LLM brokers – Machine Studying Weblog | ML@CMU
Verlog is a multi-turn reinforcement studying framework constructed for long-horizon LLM-agentic duties with extremely variable episode lengths. Extending VeRL and ...
