1<!DOCTYPE html> 2<html lang="en"> 3 <head> 4 <meta charset="utf-8"> 5 <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> 6 <meta name="description" content=""> 7 <meta name="author" content=""> 8 <link rel="icon" href="../../favicon.ico"> 9 10 <title>Jena D. Hwang</title> 11 12 <link href="https://v4-alpha.getbootstrap.com/dist/css/bootstrap.min.css" rel="stylesheet"> 13 <link href="./static/style.css" rel="stylesheet"> 14 <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css"> 15 <link rel="icon" href="./img/sootball.jpg"> 16 </head> 17 18 <body> 19 <div class="container bg-white"> 20 <div class="row name"><a href="index.html" style="color:white;">Jena D. Hwang</a></div> 21 22 <div class="row"> 23 <div class="col bio-sidebar pb-2 mb-2"> 24 <div class="profile-pic" style="background-image:url('./img/headshot.jpg')"></div> 25 <div>[email protected]</div> 26 <div class="text-center"> 27 [<a href="https://scholar.google.com/citations?user=9QuMhLgAAAAJ&hl=en&authuser=1"><i class="ai ai-google-scholar fa-lg shift-down"></i></a>] 28 [<a href="https://www.semanticscholar.org/author/Jena-D.-Hwang/2012510"><i class="ai ai-semantic-scholar fa-lg shift-down"></i></a>] 29 [<a href="https://dblp.org/pid/83/10905.html"><i class="ai ai-dblp fa-lg shift-down"></i></a>] 30 </div> 31 <div class="mt-3"> 32 Go to: <a href="publications.html">Prior Publications</a> 33 </div> 34 35 </div> 36 <div class="col col-9"> 37 <p class="mb-2"> 38 I am a Research Scientist at <a href="https://allenai.org">Allen Institute for AI</a> (AI2). I am in the <a href="https://mosaic.allenai.org/">MOSAIC</a> team working in natural language processing with a specific focus on commonsense reasoning. 39 My research interests lie at the intersection of Linguistics, Cognitive Science, and AI. 40 I seek to understand 41 how humans communicate and express meaning via language and represent it in ways that will aid machines to reason about the world. 42 In more specific terms, I am interested in the representation of meaning in context at various stages of expression, be it lexical, constructional, or commonsense. 43 </p> 44 <p class="mb-4"> 45 I obtained my Ph.D. in Linguistics and Cognitive Science at the University of Colorado Boulder (2014) under the supervision of 46 <a href="https://www.colorado.edu/faculty/palmer-martha/">Martha Palmer</a>. My doctoral dissertation was awarded 2015 Robert J. Glushko Dissertation Prize by the Cognitive Science Society. 47 Prior to joining AI2, I was a research associate at the Florida Institute for Human and Machine Cognition and, before that, a postdoctoral researcher at 48 the Center for Study of Indigenous Languages of the West. 49 50 </p> 51 52 53 54 <h4>Recent Publications: </h4> 55 <div class="pub-line"> 56 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2209.06293">Do Androids Laugh at Electric Sheep? Humor" Understanding" Benchmarks from The New Yorker Caption Contest</a></div> 57 <div class="col-12 pub-authors">Jack Hessel, Ana Marasović, Jena D. Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi (ACL 2023)</div> 58 </div> 59 60 <div class="pub-line"> 61 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2212.09246">I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation</a></div> 62 <div class="col-12 pub-authors">Chandra Bhagavatula, Jena D Hwang, Doug Downey, Ronan Le Bras, Ximing Lu, Lianhui Qin, Keisuke Sakaguchi, Swabha Swayamdipta, Peter West, Yejin Choi (ACL 2023)</div> 63 </div> 64 65 <div class="pub-line"> 66 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2212.10409">Reinforced Clarification Question Generation with Defeasibility Rewards for Disambiguating Social and Moral Situations</a></div> 67 <div class="col-12 pub-authors">Valentina Pyatkin, Jena D Hwang, Vivek Srikumar, Ximing Lu, Liwei Jiang, Yejin Choi, Chandra Bhagavatula (ACL 2023)</div> 68 </div> 69 70 <div class="pub-line"> 71 <div class="col-12 pub-title"><a href="https://aclanthology.org/2023.eacl-main.192/">Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions</a></div> 72 <div class="col-12 pub-authors">Emily Allaway, Jena D. Hwang, Chandra Bhagavatula, Kathleen McKeown, Doug Downey, Yejin Choi (EACL 2023)</div> 73 </div> 74 75 <div class="pub-line"> 76 <div class="col-12 pub-title"><a href="https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136960549.pdf">The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning</a></div> 77 <div class="col-12 pub-authors">Emily Allaway, Jena D. Hwang, Chandra Bhagavatula, Kathleen McKeown, Doug Downey, Yejin Choi (ECCV 2022)</div> 78 </div> 79 80 <div class="pub-line"> 81 <div class="col-12 pub-title"><a href="https://aclanthology.org/2022.findings-emnlp.120">ComFact: A benchmark for linking contextual commonsense knowledge</a></div> 82 <div class="col-12 pub-authors">Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut (EMNLP 2022)</div> 83 </div> 84 85 <div class="pub-line"> 86 <div class="col-12 pub-title"><a href="https://aclanthology.org/2022.law-1.15">Putting Context in SNACS: A 5-Way Classification of Adpositional Pragmatic Markers</a></div> 87 <div class="col-12 pub-authors">Emily Allaway, Jena D. Hwang, Chandra Bhagavatula, Kathleen McKeown, Doug Downey, Yejin Choi (LAW-XVI 2022)</div> 88 </div> 89 90 <div class="pub-line"> 91 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2110.07574">
91Can Machines Learn Morality? The Delphi Experiment</a></div> 92 <div class="col-12 pub-authors">Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jenny Liang, Jesse Dodge, Keisuke Sakaguchi, Maxwell Forbes, Jon Borchardt, Saadia Gabriel, 93 Yulia Tsvetkov, Oren Etzioni, Maarten Sap, Regina Rini, Yejin Choi (arXiv Preprint 2021)</div> 94 </div> 95 96 <div class="pub-line"> 97 <div class="col-12 pub-title"><a href="https://aclanthology.org/2021.findings-acl.107/">On-the-Fly Attention Modularization for Neural Generation</a></div> 98 <div class="col-12 pub-authors">Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D Hwang, Antoine Bosselut, Jackie Chi Kit Cheung, Yejin Choi (ACL-IJCNLP 2021)</div> 99 </div> 100 101 <div class="pub-line"> 102 <div class="col-12 pub-title"><a href="https://aclanthology.org/2022.naacl-main.341/">Symbolic knowledge distillation: from general language models to commonsense models</a></div> 103 <div class="col-12 pub-authors">Peter West, Chandra Bhagavatula, Jack Hessel, Jena D Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi (ACL 2021)</div> 104 </div> 105 106 <div class="pub-line"> 107 <div class="col-12 pub-title"><a href="https://aclanthology.org/2021.acl-long.114/">Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models</a></div> 108 <div class="col-12 pub-authors">Peter West, Ximing Lu, Ari Holtzman, Chandra Bhagavatula, Jena D. Hwang, Yejin Choi (ACL 2021)</div> 109 </div> 110 111 <div class="pub-line"> 112 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2010.05953">(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs</a></div> 113 <div class="col-12 pub-authors">Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, Yejin Choi (AAAI 2021)</div> 114 </div> 115 116 <div class="pub-line"> 117 <div class="col-12 pub-title"> <a href="https://www.aclweb.org/anthology/2020.dmr-1.6/">K-SNACS: Annotating Korean Adposition Semantics</a></div> 118 <div class="col-12 pub-authors">Jena D. Hwang, Hanwool Choe, Na-Rae Han, Nathan Schneider (DMR 2020)</div> 119 </div> 120 121 <div class="pub-line"> 122 <div class="col-12 pub-title"> <a href="https://sigann.github.io/LAW-XIV-2020/pdf/2020.law-1.12.pdf">Sprucing Up Supersenses: Untangling the Semantic Clusters of Accompaniment and Purpose</a></div> 123 <div class="col-12 pub-authors">Jena D. Hwang, Nathan Schneider, Vivek Srikumar (LAW 2020)</div> 124 </div> 125 126 <div class="pub-line"> 127 <div class="col-12 pub-title"><a href="https://arxiv.org/abs/2010.05953">Social Chemistry 101: Learning to Reason about Social and Moral Norms</a></div> 128 <div class="col-12 pub-authors">Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, Yejin Choi (EMNLP 2020)</div> 129 </div> 130 131 <div class="pub-line"> 132 <div class="col-12 pub-title"><a href="https://www.aclweb.org/anthology/2020.findings-emnlp.418.pdf">Thinking Like a Skeptic: Defeasible Inference in Natural Language</a></div> 133 <div class="col-12 pub-authors">Rachel Rudinger, Vered Shwartz, Jena D. Hwang, Chandra Bhagavatula, Maxwell Forbes, Ronan Le Bras, Noah A. Smith, Yejin Choi (EMNLP 2020)</div> 134 </div> 135 136 <div class="pub-line"> 137 <div class="col-12 pub-title"><a href="https://arxiv.org/pdf/2010.05906">Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning (DeLorean)</a></div> 138 <div class="col-12 pub-authors">Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena D. Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi (EMNLP 2020)</div> 139 </div> 140 141 <div class="pub-line"> 142 <div class="col-12 pub-title"> <a href="https://www.aclweb.org/anthology/2020.iwpt-1.13">Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean</a></div> 143 <div class="col-12 pub-authors">Hwan Oh, Ji Yoon Han, Hyonsu Choe, Soekwon Park, Han He, Jinho D. Choi, Na-Rae Han, Jena D. Hwang, Hansaem Kim
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