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researcher

Peter Vickers

3 papers hereh-index 339 citations7 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

most citedWe Need to Talk About Classification Evaluation Metrics in NLP

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2026

Reinforcement Learning for Data-Efficient Code-Switched ASR

Ziwei Ye, Peter Vickers

Audio-language models can be prompted for code-switched speech, but their decoding is not optimized for code-switching and often fails at language boundaries. We propose a practica…

cs.IR2024★ 1 cited

Academic Article Recommendation Using Multiple Perspectives

Kenneth Church, Omar Alonso, Peter Vickers +3

We argue that Content-based filtering (CBF) and Graph-based methods (GB) complement one another in Academic Search recommendations. The scientific literature can be viewed as a con…

cs.CL2024★ 1 cited

We Need to Talk About Classification Evaluation Metrics in NLP

Peter Vickers, Loïc Barrault, Emilio Monti +1

In Natural Language Processing (NLP) classification tasks such as topic categorisation and sentiment analysis, model generalizability is generally measured with standard metrics su…

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