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07/28/2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
In the face of climate change, are companies really taking substantial s...
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06/27/2023
Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool
This paper introduces a novel approach to enhance Large Language Models ...
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05/23/2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP
Multi-task learning (MTL) aims at achieving a better model by leveraging...
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04/11/2023
chatIPCC: Grounding Conversational AI in Climate Science
Large Language Models (LLMs) have made significant progress in recent ye...
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03/31/2023
Enhancing Large Language Models with Climate Resources
Large language models (LLMs) have significantly transformed the landscap...
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09/01/2022
A Dataset for Detecting Real-World Environmental Claims
In this paper, we introduce an expert-annotated dataset for detecting re...
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05/10/2022
Towards Climate Awareness in NLP Research
The climate impact of AI, and NLP research in particular, has become a s...
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10/22/2021
ClimateBert: A Pretrained Language Model for Climate-Related Text
Over the recent years, large pretrained language models (LM) have revolu...
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12/01/2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims
We introduce CLIMATE-FEVER, a new publicly available dataset for verific...
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12/01/2020
ClimaText: A Dataset for Climate Change Topic Detection
Climate change communication in the mass media and other textual sources...
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10/16/2020
Generating Fact Checking Summaries for Web Claims
We present SUMO, a neural attention-based approach that learns to establ...
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10/07/2020