A new dynamic-granularity timeline summarization benchmark with event-atom metrics shows LLM-based methods beat earlier TLS baselines yet still struggle with informativeness and granularity consistency.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
DTELS: Towards Dynamic Granularity of Timeline Summarization
A new dynamic-granularity timeline summarization benchmark with event-atom metrics shows LLM-based methods beat earlier TLS baselines yet still struggle with informativeness and granularity consistency.