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Julia Bingler

3 accepted papers

2023

ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets

EMNLP 2023short main

Public and private actors struggle to assess the vast amounts of information about sustainability commitments made by various institutions. To address this problem, we create a novel tool for automatically detecting corporate and national net zero and reduction targets in three steps. First, we intr…

Cited by 0SourceScholar
2023

Environmental Claim Detection

ACL 2023short

To transition to a green economy, environmental claims made by companies must be reliable, comparable, and verifiable. To analyze such claims at scale, automated methods are needed to detect them in the first place. However, there exist no datasets or models for this. Thus, this paper introduces the…

2022

Towards Climate Awareness in NLP Research

EMNLP 2022main

The climate impact of AI, and NLP research in particular, has become a serious issue given the enormous amount of energy that is increasingly being used for training and running computational models. Consequently, increasing focus is placed on efficient NLP. However, this important initiative lacks…