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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 0Source ↗PDF ↗Scholar ↗
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 0Source ↗Scholar ↗
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 18Source ↗PDF ↗Scholar ↗