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Yuqian Deng

3 accepted papers

2024

BPID: A Benchmark for Personal Identity Deduplication

EMNLP 2024industry

Data deduplication is a critical task in data management and mining, focused on consolidating duplicate records that refer to the same entity. Personally Identifiable Information (PII) is a critical class of data for deduplication across various industries. Consumer data, stored and generated throug…

Cited by 0SourcePDFScholar
2023

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes

EMNLP 2023short main

Natural language often describes events in different granularities, such that more coarse-grained (goal) events can often be decomposed into fine-grained sequences of (step) events. A critical but overlooked challenge in understanding an event process lies in the fact that the step events are not eq…

Cited by 0SourceScholar
2022

Towards Open-Domain Topic Classification

NAACL 2022system demonstrations

We introduce an open-domain topic classification system that accepts user-defined taxonomy in real time. Users will be able to classify a text snippet with respect to any candidate labels they want, and get instant response from our web interface. To obtain such flexibility, we build the backend mod…

Cited by 18SourcePDFScholar