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Ellen Gilsenan-McMahon

3 accepted papers

2026

AVEX: What Matters for Animal Vocalization Encoding

ICLR 2026poster

Bioacoustics, the study of sounds produced by living organisms, plays a vital role in conservation, biodiversity monitoring, and behavioral studies. Many tasks in this field, such as species, individual, and behavior classification and detection, are well-suited to machine learning. However, they of…

Cited by 0SourcecodeScholar
2024

On Leakage of Code Generation Evaluation Datasets

EMNLP 2024finding

In this paper, we consider contamination by code generation test sets, in particular in their use in modern large language models.We discuss three possible sources of such contamination and show findings supporting each of them: (i) direct data leakage, (ii) indirect data leakage through the use of…

Cited by 21SourcePDFScholar
2022

StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models

ICML 2022spotlight

Knowledge and language understanding of models evaluated through question answering (QA) has been usually studied on static snapshots of knowledge, like Wikipedia. However, our world is dynamic, evolves over time, and our models’ knowledge becomes outdated. To study how semi-parametric QA models and…