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researcher

D. Gerz

11 papers hereh-index 141.7k citations45 works total

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

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL11

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedTraining Neural Response Selection for Task-Oriented Dialogue Systems

55 citations · 66 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CL2021★ 1 cited

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models

Ivan Vulić, Pei-Hao Su, Sam Coope +5

Transformer-based language models (LMs) pretrained on large text collections are proven to store a wealth of semantic knowledge. However, 1) they are not effective as sentence enco…

cs.CL2021

Multilingual and Cross-Lingual Intent Detection from Spoken Data

Daniela Gerz, Pei-Hao Su, Razvan Kusztos +6

We present a systematic study on multilingual and cross-lingual intent detection from spoken data. The study leverages a new resource put forth in this work, termed MInDS-14, a fir…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.