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DataFunTalk
DataFunTalk
Jun 10, 2023 · Artificial Intelligence

Financial Event Analysis and Applications Based on Pre-trained Models

This article introduces the tasks, techniques, and frameworks for financial event analysis using pre‑trained language models, covering unstructured data parsing, event semantics, graph construction, detection, extraction, and prediction, and presents the TDE‑GTEE model that achieves state‑of‑the‑art performance even in few‑shot scenarios.

AIEvent Extractionevent graph
0 likes · 18 min read
Financial Event Analysis and Applications Based on Pre-trained Models
DataFunSummit
DataFunSummit
Jun 6, 2022 · Artificial Intelligence

Event Graphs in Intelligent Customer Service: Concepts, Applications, and System Architecture

This article introduces event graphs as a knowledge‑centric representation of dynamic events, explains their construction and real‑time processing in Meituan's intelligent customer service, and demonstrates applications such as event timeline extraction, hotspot detection, event prediction, multi‑turn dialogue guidance, and business decision support.

AIEvent SchemaIntelligent Customer Service
0 likes · 16 min read
Event Graphs in Intelligent Customer Service: Concepts, Applications, and System Architecture
DataFunTalk
DataFunTalk
Nov 25, 2020 · Artificial Intelligence

Baidu Event Graph: Technology, Construction, and Applications

This article presents Baidu's large‑scale event graph technology, detailing its concepts, construction pipeline, detection, representation, extraction methods, causal relation mining, and real‑world applications such as hotspot discovery, event tracing, resource linking, and causal reasoning, while outlining future research directions.

AIBaiduInformation Extraction
0 likes · 22 min read
Baidu Event Graph: Technology, Construction, and Applications