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ORCIDRada Mihalcea
Rada Flavia Mihalcea
Person information
- affiliation: University of Michigan, Ann Arbor, MI, USA
- affiliation: University of North Texas, Denton, USA
- award (2008): Presidential Early Career Award for Scientists and Engineers
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2020 – today
- 2023
[j50]Soujanya Poria
, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. IEEE Trans. Affect. Comput. 14(1): 108-132 (2023)- [c271]Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea:
Empathy Identification Systems are not Accurately Accounting for Context. EACL 2023: 1678-1687 - [c270]Kais Riani, Salem Sharak, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor:
Non-Contact Based Modeling of Enervation. FG 2023: 1-8 - [i73]Zhijing Jin, Rada Mihalcea:
Natural Language Processing for Policymaking. CoRR abs/2302.03490 (2023) - [i72]Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR abs/2303.03267 (2023) - [i71]Zhiheng Lyu, Zhijing Jin, Justus Mattern, Rada Mihalcea, Mrinmaya Sachan, Bernhard Schölkopf:
Psychologically-Inspired Causal Prompts. CoRR abs/2305.01764 (2023) - [i70]Fernando Gonzalez, Zhijing Jin, Bernhard Schölkopf, Tom Hope, Mrinmaya Sachan, Rada Mihalcea:
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good. CoRR abs/2305.05471 (2023) - [i69]Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro, Naihao Deng, Xinyi Gao, Aylin Gunal, Jacky He, Ashkan Kazemi, Muhammad Khalifa, Namho Koh, Andrew Lee, Siyang Liu, Do June Min, Shinka Mori, Joan Nwatu, Verónica Pérez-Rosas, Siqi Shen, Zekun Wang, Winston Wu, Rada Mihalcea:
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models. CoRR abs/2305.12544 (2023) - 2022
- [j49]Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication. IEEE Access 10: 77176-77190 (2022) - [j48]Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Improving Zero-Shot Learning Baselines with Commonsense Knowledge. Cogn. Comput. 14(6): 2212-2222 (2022) - [j47]Di Jin, Zhijing Jin, Zhiting Hu, Olga Vechtomova, Rada Mihalcea:
Deep Learning for Text Style Transfer: A Survey. Comput. Linguistics 48(1): 155-205 (2022) - [j46]Mehmet Umut Sen, Verónica Pérez-Rosas, Berrin A. Yanikoglu, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Multimodal Deception Detection Using Real-Life Trial Data. IEEE Trans. Affect. Comput. 13(1): 306-319 (2022) - [j45]Kapotaksha Das, Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Detection and Recognition of Driver Distraction Using Multimodal Signals. ACM Trans. Interact. Intell. Syst. 12(4): 33:1-33:28 (2022) - [j44]Oana Ignat, Santiago Castro, Yuhang Zhou, Jiajun Bao, Dandan Shan, Rada Mihalcea:
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs. ACM Trans. Multim. Comput. Commun. Appl. 18(3s): 142:1-142:18 (2022) - [c269]Ashkan Kazemi, Zehua Li, Verónica Pérez-Rosas, Scott A. Hale, Rada Mihalcea:
Matching Tweets with Applicable Fact-Checks Across Languages. DE-FACTIFY@AAAI 2022 - [c268]Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Leveraging Similar Users for Personalized Language Modeling with Limited Data. ACL (1) 2022: 1742-1752 - [c267]Yiqun Yao, Rada Mihalcea:
Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion. ACL (Findings) 2022: 1824-1834 - [c266]Santiago Castro, Ruoyao Wang, Pingxuan Huang, Ian Stewart, Oana Ignat, Nan Liu, Jonathan C. Stroud, Rada Mihalcea:
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework. ACL (1) 2022: 2925-2940 - [c265]Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea:
Knowledge Enhanced Reflection Generation for Counseling Dialogues. ACL (1) 2022: 3096-3107 - [c264]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) 2022: 5010-5028 - [c263]Su Lin Blodgett, Q. Vera Liao, Alexandra Olteanu, Rada Mihalcea, Michael J. Muller, Morgan Klaus Scheuerman, Chenhao Tan, Qian Yang:
Responsible Language Technologies: Foreseeing and Mitigating Harms. CHI Extended Abstracts 2022: 152:1-152:3 - [c262]Artem Abzaliev, Andrew Owens, Rada Mihalcea:
Towards Understanding the Relation between Gestures and Language. COLING 2022: 5507-5520 - [c261]Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea:
In-the-Wild Video Question Answering. COLING 2022: 5613-5635 - [c260]Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow, Rada Mihalcea:
PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing. EMNLP 2022: 148-158 - [c259]Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng Lyu, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf:
Logical Fallacy Detection. EMNLP (Findings) 2022: 7180-7198 - [c258]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. EMNLP 2022: 10158-10166 - [c257]Gauri Kambhatla, Ian Stewart, Rada Mihalcea:
Surfacing Racial Stereotypes through Identity Portrayal. FAccT 2022: 1604-1615 - [c256]Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Towards Imbalanced Multiclass Driver Distraction Identification. FLAIRS 2022 - [c255]Rada Mihalcea:
Keynote Lecture Current Progresses in Natural Language Processing. ICCP 2022: viii - [c254]Salem Sharak, Kapotaksha Das, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Contact Versus Noncontact Detection of Driver's Drowsiness. ICPR 2022: 967-974 - [c253]Aparna Garimella, Rada Mihalcea, Akhash Amarnath:
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique. AACL/IJCNLP (2) 2022: 311-319 - [c252]Laura Biester, Vanita Sharma, Ashkan Kazemi, Naihao Deng, Steven R. Wilson, Rada Mihalcea:
Analyzing the Effects of Annotator Gender across NLP Tasks. NLPerspectives@LREC 2022: 10-19 - [c251]Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Using Paraphrases to Study Properties of Contextual Embeddings. NAACL-HLT 2022: 4558-4568 - [c250]Zhijing Jin, Sydney Levine, Fernando Gonzalez Adauto, Ojasv Kamal, Maarten Sap, Mrinmaya Sachan, Rada Mihalcea, Josh Tenenbaum, Bernhard Schölkopf:
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment. NeurIPS 2022 - [c249]Ian Stewart, Rada Mihalcea:
How Well Do You Know Your Audience? Toward Socially-aware Question Generation. SIGDIAL 2022: 255-269 - [i68]Ashkan Kazemi, Zehua Li, Verónica Pérez-Rosas, Scott A. Hale, Rada Mihalcea:
Matching Tweets With Applicable Fact-Checks Across Languages. CoRR abs/2202.07094 (2022) - [i67]Oana Ignat, Santiago Castro, Yuhang Zhou, Jiajun Bao, Dandan Shan, Rada Mihalcea:
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs. CoRR abs/2202.08138 (2022) - [i66]Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng Lyu, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf:
Logical Fallacy Detection. CoRR abs/2202.13758 (2022) - [i65]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR abs/2203.13926 (2022) - [i64]Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Using Paraphrases to Study Properties of Contextual Embeddings. CoRR abs/2207.05553 (2022) - [i63]MeiXing Dong, Ruixuan Sun, Laura Biester, Rada Mihalcea:
We Are in This Together: Quantifying Community Subjective Wellbeing and Resilience. CoRR abs/2208.10766 (2022) - [i62]Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea:
WildQA: In-the-Wild Video Question Answering. CoRR abs/2209.06650 (2022) - [i61]Zhijing Jin, Sydney Levine, Fernando Gonzalez, Ojasv Kamal, Maarten Sap, Mrinmaya Sachan, Rada Mihalcea, Josh Tenenbaum, Bernhard Schölkopf:
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment. CoRR abs/2210.01478 (2022) - [i60]Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria:
Multiview Contextual Commonsense Inference: A New Dataset and Task. CoRR abs/2210.02890 (2022) - [i59]Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Davis Liang, Scott A. Hale, Verónica Pérez-Rosas, Rada Mihalcea:
Adaptable Claim Rewriting with Offline Reinforcement Learning for Effective Misinformation Discovery. CoRR abs/2210.07467 (2022) - [i58]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. CoRR abs/2210.16495 (2022) - [i57]Anna Costello, Ekaterina Fedorova, Zhijing Jin, Rada Mihalcea:
Editing a Woman's Voice. CoRR abs/2212.02581 (2022) - [i56]Justus Mattern, Zhijing Jin, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf:
Understanding Stereotypes in Language Models: Towards Robust Measurement and Zero-Shot Debiasing. CoRR abs/2212.10678 (2022) - 2021
- [j43]Laura Burdick, Rada Mihalcea, Ryan L. Boyd, James W. Pennebaker:
Analyzing Connections Between User Attributes, Images, and Text. Cogn. Comput. 13(2): 241-260 (2021) - [j42]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea:
Recognizing Emotion Cause in Conversations. Cogn. Comput. 13(5): 1317-1332 (2021) - [j41]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Conversational transfer learning for emotion recognition. Inf. Fusion 65: 1-12 (2021) - [j40]Luis Chiruzzo, Santiago Castro, Santiago Góngora, Aiala Rosá, J. A. Meaney, Rada Mihalcea:
Overview of HAHA at IberLEF 2021: Detecting, Rating and Analyzing Humor in Spanish. Proces. del Leng. Natural 67: 257-268 (2021) - [j39]Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea:
Understanding the Impact of COVID-19 on Online Mental Health Forums. ACM Trans. Manag. Inf. Syst. 12(4): 31:1-31:28 (2021) - [c248]Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque:
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor. AAAI 2021: 12972-12980 - [c247]Kais Riani, Salem Sharak, Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor:
Towards Classifying Human Circadian Rhythm Using Multiple Modalities. ACII 2021: 1-8 - [c246]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL/IJCNLP (Findings) 2021: 1435-1449 - [c245]Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, Rada Mihalcea:
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact. ACL/IJCNLP (Findings) 2021: 3099-3113 - [c244]Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas:
Exploring Self-Identified Counseling Expertise in Online Support Forums. ACL/IJCNLP (Findings) 2021: 4467-4480 - [c243]MeiXing Dong, Xueming Xu, Yiwei Zhang, Ian Stewart, Rada Mihalcea:
Room to Grow: Understanding Personal Characteristics Behind Self Improvement Using Social Media. SocialNLP@NAACL 2021: 153-162 - [c242]Zhijing Jin, Zeyu Peng, Tejas Vaidhya, Bernhard Schölkopf, Rada Mihalcea:
Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States. EMNLP (Findings) 2021: 288-301 - [c241]Andrew Lee, Jonathan K. Kummerfeld, Larry An, Rada Mihalcea:
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health. EMNLP (Findings) 2021: 4257-4272 - [c240]Oana Ignat, Santiago Castro, Hanwen Miao, Weiji Li, Rada Mihalcea:
WhyAct: Identifying Action Reasons in Lifestyle Vlogs. EMNLP (1) 2021: 4770-4785 - [c239]Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Analyzing the Surprising Variability in Word Embedding Stability Across Languages. EMNLP (1) 2021: 5891-5901 - [c238]Md. Kamrul Hasan, James Spann, Masum Hasan, Md Saiful Islam, Kurtis Haut, Rada Mihalcea, Ehsan Hoque:
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video. EMNLP (1) 2021: 6387-6397 - [c237]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) 2021: 8676-8686 - [c236]Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea:
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. EvoMUSART 2021: 171-186 - [c235]Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Yan Sun, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo:
Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization. IUI 2021: 377-386 - [c234]Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea:
MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. NAACL-HLT 2021: 2714-2725 - [c233]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL 2021: 301-313 - [c232]Rada Mihalcea:
Language, Vision and Action are Better Together. WWW (Companion Volume) 2021: 363 - [i55]Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona T. Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis A. Kakadiaris:
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content. CoRR abs/2101.10894 (2021) - [i54]Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea:
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. CoRR abs/2102.02917 (2021) - [i53]Santiago Castro, Ruoyao Wang, Pingxuan Huang, Ian Stewart, Nan Liu, Jonathan C. Stroud, Rada Mihalcea:
Fill-in-the-blank as a Challenging Video Understanding Evaluation Framework. CoRR abs/2104.04182 (2021) - [i52]Ashkan Kazemi, Zehua Li, Verónica Pérez-Rosas, Rada Mihalcea:
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News. CoRR abs/2104.12918 (2021) - [i51]MeiXing Dong, Xueming Xu, Yiwei Zhang, Ian Stewart, Rada Mihalcea:
Room to Grow: Understanding Personal Characteristics Behind Self Improvement Using Social Media. CoRR abs/2105.08031 (2021) - [i50]Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea:
MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task. CoRR abs/2105.08146 (2021) - [i49]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR abs/2106.00510 (2021) - [i48]Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, Rada Mihalcea:
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact. CoRR abs/2106.02359 (2021) - [i47]Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. CoRR abs/2106.11791 (2021) - [i46]Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence C. An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas:
Exploring Self-Identified Counseling Expertise in Online Support Forums. CoRR abs/2106.12976 (2021) - [i45]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR abs/2109.02247 (2021) - [i44]Oana Ignat, Santiago Castro, Hanwen Miao, Weiji Li, Rada Mihalcea:
WhyAct: Identifying Action Reasons in Lifestyle Vlogs. CoRR abs/2109.02747 (2021) - [i43]Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea:
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health. CoRR abs/2109.13770 (2021) - [i42]Ian Stewart, Rada Mihalcea:
How Well Do You Know Your Audience? Reader-aware Question Generation. CoRR abs/2110.08445 (2021) - 2020
- [j38]MeiXing Dong, Rada Mihalcea, Dragomir R. Radev:
Extending sparse text with induced domain-specific lexicons and embeddings: A case study on predicting donations. Comput. Speech Lang. 59: 157-168 (2020) - [c231]Cristian-Paul Bara, Michalis Papakostas, Rada Mihalcea:
A Deep Learning Approach Towards Multimodal Stress Detection. AffCon@AAAI 2020: 67-81 - [c230]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL 2020: 3198-3210 - [c229]Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea:
Biased TextRank: Unsupervised Graph-Based Content Extraction. COLING 2020: 1642-1652 - [c228]Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea:
"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework. COLING 2020: 2814-2825 - [c227]Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Exploring the Value of Personalized Word Embeddings. COLING 2020: 6856-6862 - [c226]Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea:
Quantifying the Effects of COVID-19 on Mental Health Support Forums. NLP4COVID@EMNLP 2020 - [c225]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) 2020: 2470-2481 - [c224]Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Compositional Demographic Word Embeddings. EMNLP (1) 2020: 4076-4089 - [c223]Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea:
Expressive Interviewing: A Conversational System for Coping with COVID-19. NLP4COVID@EMNLP 2020 - [c222]Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld:
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. EMNLP (1) 2020: 8625-8634 - [c221]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. EMNLP (1) 2020: 8968-8979 - [c220]Laura Biester, Carmen Banea, Rada Mihalcea:
Building Location Embeddings from Physical Trajectories and Textual Representations. AACL/IJCNLP 2020: 425-434 - [c219]Mimansa Jaiswal, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost:
MuSE: a Multimodal Dataset of Stressed Emotion. LREC 2020: 1499-1510 - [c218]Santiago Castro, Mahmoud Azab, Jonathan C. Stroud, Cristina Noujaim, Ruoyao Wang, Jia Deng, Rada Mihalcea:
LifeQA: A Real-life Dataset for Video Question Answering. LREC 2020: 4352-4358 - [c217]Amy Rechkemmer, Steven R. Wilson, Rada Mihalcea:
Small Town or Metropolis? Analyzing the Relationship between Population Size and Language. LREC 2020: 6287-6291 - [c216]Zhentao Xu, Verónica Pérez-Rosas, Rada Mihalcea:
Inferring Social Media Users' Mental Health Status from Multimodal Information. LREC 2020: 6292-6299 - [c215]Do June Min, Verónica Pérez-Rosas, Shihchen Kuo, William H. Herman, Rada Mihalcea:
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication. MLHC 2020: 895-912 - [c214]Kais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Towards detecting levels of alertness in drivers using multiple modalities. PETRA 2020: 12:1-12:9 - [c213]Siqi Shen, Charles Welch, Rada Mihalcea, Verónica Pérez-Rosas:
Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context. SIGdial 2020: 10-20 - [e7]Karin Verspoor, Kevin Bretonnel Cohen, Michael Conway, Berry de Bruijn, Mark Dredze, Rada Mihalcea, Byron C. Wallace:
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020. Association for Computational Linguistics 2020 [contents] - [i41]Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea:
Analyzing the Surprising Variability in Word Embedding Stability Across Languages. CoRR abs/2004.14876 (2020) - [i40]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. CoRR abs/2005.00357 (2020) - [i39]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR abs/2005.00791 (2020) - [i38]Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea:
"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework. CoRR abs/2006.00578 (2020) - [i37]Charles Welch, Allison Lahnala, Verónica Pérez-Rosas, Siqi Shen, Sarah Seraj, Larry An, Kenneth Resnicow, James W. Pennebaker, Rada Mihalcea:
Expressive Interviewing: A Conversational System for Coping with COVID-19. CoRR abs/2007.03819 (2020) - [i36]Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea:
Quantifying the Effects of COVID-19 on Mental Health Support Forums. CoRR abs/2009.04008 (2020) - [i35]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Utterance-level Dialogue Understanding: An Empirical Study. CoRR abs/2009.13902 (2020) - [i34]Charles Welch, Rada Mihalcea, Jonathan K. Kummerfeld:
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation. CoRR abs/2009.14109 (2020) - [i33]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. CoRR abs/2010.01454 (2020) - [i32]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR abs/2010.02795 (2020) - [i31]Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Compositional Demographic Word Embeddings. CoRR abs/2010.02986 (2020) - [i30]Di Jin, Zhijing Jin, Zhiting Hu, Olga Vechtomova, Rada Mihalcea:
Deep Learning for Text Style Transfer: A Survey. CoRR abs/2011.00416 (2020) - [i29]Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea:
Biased TextRank: Unsupervised Graph-Based Content Extraction. CoRR abs/2011.01026 (2020) - [i28]Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea:
Exploring the Value of Personalized Word Embeddings. CoRR abs/2011.06057 (2020) - [i27]Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR abs/2012.06236 (2020) - [i26]