3 papers
cs.CV2024
Whats in a Video: Factorized Autoregressive Decoding for Online Dense Video Captioning
AJ Piergiovanni, Dahun Kim, Michael S. Ryoo +2
Generating automatic dense captions for videos that accurately describe their contents remains a challenging area of research. Most current models require processing the entire vid…
cs.CL2023
Memory Augmented Language Models through Mixture of Word Experts
Cicero Nogueira dos Santos, James Lee-Thorp, Isaac Noble +2
Scaling up the number of parameters of language models has proven to be an effective approach to improve performance. For dense models, increasing model size proportionally increas…
cs.CL2023
TaskLAMA: Probing the Complex Task Understanding of Language Models
Quan Yuan, Mehran Kazemi, Xin Xu +3
Structured Complex Task Decomposition (SCTD) is the problem of breaking down a complex real-world task (such as planning a wedding) into a directed acyclic graph over individual st…