2 papers
cs.LG2024
Iterative Graph Alignment
Fangyuan Yu, Hardeep Singh Arora, Matt Johnson
By compressing diverse narratives, LLMs go beyond memorization, achieving intelligence by capturing generalizable causal relationships. However, they suffer from local 'representat…
cs.CL2023
Fine-Grained Analysis of Team Collaborative Dialogue
Ian Perera, Matthew Johnson, Carson Wilber
Natural language analysis of human collaborative chat dialogues is an understudied domain with many unique challenges: a large number of dialogue act labels, underspecified and dyn…