Application

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Guo, Heng Ji, Kathleen McKeown
- Creates a new document-/corpus-level representation based on event graphs, and successfully supports zero-shot timeline summarization via graph compression.
Knowledge-Driven Application EMNLP 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization
Manling Li, Lingyu Zhang, Heng Ji, Rich Radke
- Leverages agenda-based topics to segment meeting transcripts
- The first to take advantage of multi-modal sensing of the meeting environment, such as cameras to capture each participant’s head pose and eye gaze.
Knowledge-Driven Applications ACL 2019
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System
Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan M. Lai, Pengfei Yu, Zixuan Zhang, Heng Ji
- Provides claims with claimer and claimer epistemic status (refuting/supporting) for the first time, placing knowledge within a social context
Knowledge-Driven Application ACL 2022 (Demo)
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System