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<titleInfo><title>Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting</title></titleInfo>


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<name type="personal">
  <namePart type="given">Alvaro Paredes</namePart>
  <namePart type="family">Amorin</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Andre</namePart>
  <namePart type="family">Python</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Christoph</namePart>
  <namePart type="family">Weisser</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">264138</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0003-0616-1027</description></name>















<originInfo><publisher>Arxiv</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>Preprint</title></titleInfo><identifier type="doi">10.48550/arXiv.2603.09085</identifier>
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<mla>Amorin, Alvaro Paredes, et al. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” &lt;i&gt;Preprint&lt;/i&gt;, Arxiv, 2026, doi:&lt;a href=&quot;https://doi.org/10.48550/arXiv.2603.09085&quot;&gt;10.48550/arXiv.2603.09085&lt;/a&gt;.</mla>
<ama>Amorin AP, Python A, Weisser C. Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. &lt;i&gt;Preprint&lt;/i&gt;. 2026. doi:&lt;a href=&quot;https://doi.org/10.48550/arXiv.2603.09085&quot;&gt;10.48550/arXiv.2603.09085&lt;/a&gt;</ama>
<chicago>Amorin, Alvaro Paredes, Andre Python, and Christoph Weisser. “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting.” &lt;i&gt;Preprint&lt;/i&gt;, 2026. &lt;a href=&quot;https://doi.org/10.48550/arXiv.2603.09085&quot;&gt;https://doi.org/10.48550/arXiv.2603.09085&lt;/a&gt;.</chicago>
<short>A.P. Amorin, A. Python, C. Weisser, Preprint (2026).</short>
<alphadin>&lt;span style=&quot;font-variant:small-caps;&quot;&gt;Amorin, Alvaro Paredes&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Python, Andre&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Weisser, Christoph&lt;/span&gt;: Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. In: &lt;i&gt;Preprint&lt;/i&gt;, Arxiv (2026)</alphadin>
<apa>Amorin, A. P., Python, A., &amp;#38; Weisser, C. (2026). Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting. &lt;i&gt;Preprint&lt;/i&gt;. &lt;a href=&quot;https://doi.org/10.48550/arXiv.2603.09085&quot;&gt;https://doi.org/10.48550/arXiv.2603.09085&lt;/a&gt;</apa>
<bibtex>@article{Amorin_Python_Weisser_2026, title={Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting}, DOI={&lt;a href=&quot;https://doi.org/10.48550/arXiv.2603.09085&quot;&gt;10.48550/arXiv.2603.09085&lt;/a&gt;}, journal={Preprint}, publisher={Arxiv}, author={Amorin, Alvaro Paredes and Python, Andre and Weisser, Christoph}, year={2026} }</bibtex>
<ieee>A. P. Amorin, A. Python, and C. Weisser, “Not All News Is Equal: Topic- and Event-Conditional Sentiment From Finetuned LLMs for Aluminum Price Forecasting,” &lt;i&gt;Preprint&lt;/i&gt;, 2026.</ieee>
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