40 citations · 42 across the 3 of their papers we have counts for
4 papers · 1 filter
TAMA: Tool-Augmented Multimodal Agent for Procedural Activity Understanding
Kimihiro Hasegawa, Wiradee Imrattanatrai, Masaki Asada +2
Procedural activity assistants potentially support humans in a variety of settings, from our daily lives, e.g., cooking or assembling flat-pack furniture, to professional situation…
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization
Adithya Pratapa, Teruko Mitamura
Recent advances in long-context reasoning abilities of language models led to interesting applications in large-scale multi-document summarization. However, prior work has shown th…
Formulation Comparison for Timeline Construction using LLMs
Kimihiro Hasegawa, Nikhil Kandukuri, Susan Holm +2
Constructing a timeline requires identifying the chronological order of events in an article. In prior timeline construction datasets, temporal orders are typically annotated by ei…
Hierarchical Event Grounding
Jiefu Ou, Adithya Pratapa, Rishubh Gupta +1
Event grounding aims at linking mention references in text corpora to events from a knowledge base (KB). Previous work on this task focused primarily on linking to a single KB even…