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update research interests
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@todpole3
todpole3 committed Oct 22, 2021
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Expand Up @@ -124,7 +124,7 @@ <h4>Navigation</h4>
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<p><small>Last updated on <a>Sep 27, 2021</a></small></p>
<p><small>Last updated on <a>Oct 21, 2021</a></small></p>
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My recent research has been under the following themes:
<ul class="research-interest">
<li class="li-interest"><b>Natural Language Driven Mixed-Initiative Human-Machine Interaction:</b> Learning to map user utterances to executable machine instructions in complex scenarios; building natural language powered software interfaces.</li>
<li class="li-interest"><b>Self-supervised Learning and Few-shot Learning:</b> zero/few-shot learning with large language models.</li>
<li class="li-interest"><b>Joint Representation of Text and Symbolic Knowledge:</b> Learning representations that encode multimodal (textual and symbolic) knowledge to power downstream AI tasks.</li>
<li class="li-interest"><b>Natural Language Interfaces:</b> Learning to map user utterances to executable machine instructions in complex scenarios; building natural language powered software interfaces.</li>
<li class="li-interest"><b>Fairness and Accountability:</b> Mitigating unwanted model biases; improving model robustness; uncovering social biases via text analysis.</li>
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<p><small>Last updated on <a>Sep 27, 2021</a></small></p>
<p><small>Last updated on <a>Oct 21, 2021</a></small></p>
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