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Jiachi Liu

5 papers hereh-index 468 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedTowards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations

3 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023★ 3 cited

Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations

Jiachi Liu, Liwen Wang, Guanting Dong +8

In real dialogue scenarios, as there are unknown input noises in the utterances, existing supervised slot filling models often perform poorly in practical applications. Even though…

cs.CL2023

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting

Xuefeng Li, Liwen Wang, Guanting Dong +5

Zero-shot cross-domain slot filling aims to transfer knowledge from the labeled source domain to the unlabeled target domain. Existing models either encode slot descriptions and ex…

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