[an error occurred while processing this directive]<meta name="keywords" content="Department of Computer Science, publications, by personal, Emanuele LaMalfa"></meta><meta name="description" content="Publications, by personal, Department of Computer Science, Oxford, Emanuele LaMalfa"></meta><title>Department of Computer Science, University of Oxford: Emanuele La Malfa : Publications
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</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/people/publications/personal/Emanuele.LaMalfa.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-sort-by-attributes"></span> Personal ordering</a><a href="/people/publications/bibtex/Emanuele.LaMalfa.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><p></p><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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	<p class="publicationTitle"> <strong>
            On Guaranteed Optimal Robust Explanations for NLP Models </strong> </p>
	    <p class="publicationAuthors"> <em> Emanuele La Malfa&#x201a; Agnieszka Zbrzezny&#x201a; Rhiannon Michelmore&#x201a; Nicola Paoletti and Marta Kwiatkowska  </em> </p>
	
	<p class="publicationDetails"> 2021.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14836-abstract.html">
			Details <span class="sr-only" > about <em> On Guaranteed Optimal Robust Explanations for NLP Models  </em></span> </a> |
			<a href="/publications/publication14836.bib">
			BibTeX  <span class="sr-only" > data for <em> On Guaranteed Optimal Robust Explanations for NLP Models  </em></span>   </a>
			
			
		
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	<p class="publicationTitle"> <strong>
            The King is Naked: on the Notion of Robustness for Natural Language Processing </strong> </p>
	    <p class="publicationAuthors"> <em> Emanuele LaMalfa and Marta Kwiatkowska  </em> </p>
	
	<p class="publicationDetails"> 2021.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14837-abstract.html">
			Details <span class="sr-only" > about <em> The King is Naked: on the Notion of Robustness for Natural Language Processing  </em></span> </a> |
			<a href="/publications/publication14837.bib">
			BibTeX  <span class="sr-only" > data for <em> The King is Naked: on the Notion of Robustness for Natural Language Processing  </em></span>   </a>
			
			
		
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	<p class="publicationTitle"> <strong>
            Emergent Linguistic Structures in Neural Networks are Fragile </strong> </p>
	    <p class="publicationAuthors"> <em> Emanuele La Malfa&#x201a; Matthew Wicker and Marta Kwiatkowska  </em> </p>
	
	<p class="publicationDetails"> 2022.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15861-abstract.html">
			Details <span class="sr-only" > about <em> Emergent Linguistic Structures in Neural Networks are Fragile  </em></span> </a> |
			<a href="/publications/publication15861.bib">
			BibTeX  <span class="sr-only" > data for <em> Emergent Linguistic Structures in Neural Networks are Fragile  </em></span>   </a>
			
			
		
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	<p class="publicationTitle"> <strong>
            Assessing Robustness of Text Classification through Maximal Safe Radius Computation </strong> </p>
	    <p class="publicationAuthors"> <em> Emanuele LaMalfa&#x201a; Min Wu&#x201a; Luca Laurenti&#x201a; Benjie Wang&#x201a; Anthony Hartshorn and Marta Kwiatkowska  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Findings of the Association for Computational Linguistics: EMNLP 2020</em>.
        
                Pages 2949&#x2013;2968.
            Association for Computational Linguistics.
        2020.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14512-abstract.html">
			Details <span class="sr-only" > about <em> Assessing Robustness of Text Classification through Maximal Safe Radius Computation  </em></span> </a> |
			<a href="/publications/publication14512.bib">
			BibTeX  <span class="sr-only" > data for <em> Assessing Robustness of Text Classification through Maximal Safe Radius Computation  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/10.18653/v1/2020.findings-emnlp.266">
		DOI (10.18653/v1/2020.findings-emnlp.266)
		</a> 
					| <a href="https://www.aclweb.org/anthology/2020.findings-emnlp.266"> Link <span class="sr-only" > to <em> Assessing Robustness of Text Classification through Maximal Safe Radius Computation  </em></span> </a>
  				
		
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