2024
Temperature Zero Isnt the Best Choice For Accuracy in Legal Reasoning
Mimansa Jaiswal, Scott Worland, John Nay
The Future of Open Human Feedback [PDF]. In arXiv 2024. Shachar Don-Yehiya, Ben Burtenshaw, Ramon Fernandez Astudillo, Cailean Osborne, Mimansa Jaiswal, Tzu-Sheng Kuo, Wenting Zhao, Idan Shenfeld, Andi Peng, Mikhail Yurochkin, Atoosa Kasirzadeh, Yangsibo Huang, Tatsunori Hashimoto, Yacine Jernite, Daniel Vila-Suero, Omri Abend, Jennifer Ding, Sara Hooker, Hannah Rose Kirk, Leshem Choshen
Lessons from the Trenches on Reproducible Evaluation of Language Models. In arXiv 2024. Stella Biderman, Hailey Schoelkopf, Lintang Sutawika,…(and 12 others) Mimansa Jaiswal …(and 10 others). [PDF]
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs. In Interspeech 2024. Minxue Niu, Mimansa Jaiswal, Emily Mower Provost. [PDF]
2023
Capturing Mismatch between Textual and Acoustic Emotion Expressions for Mood Identification in Bipolar Disorder. In Interspeech, Sep 2023. Minxue Niu, Amrit Romana, Mimansa Jaiswal, Melvin McInnis, Emily Mower Provost. [PDF]
Qualitatively Studying Gender Biases in LLMs. In Submission at Workshop, July 2023. Mimansa Jaiswal. [PDF | Note Show information for the linked content ]
Sally-Anne False Belief Test for LLMs. In Submission at Workshop, April 2023. Mimansa Jaiswal. [PDF | Note Show information for the linked content ]
CAPSTONE: Capability Assessment Protocol for Systematic Testing of Natural Language Models Expertise. In Submission, Sep 2023. Mimansa Jaiswal. [ Note Show information for the linked content ]
Designing Interfaces for Delivering and Obtaining Generation Explanation Annotations
In Submission, Mar 2023. Mimansa Jaiswal. [Demo | Repo | Note]
2022
Mind the Gap: On the Value of Silence Representations to Lexical-Based Speech Emotion Recognition. In Interspeech, Sep 2022. Matthew Perez, Mimansa Jaiswal, Minxue Niu, Cristina Gorrostieta, Matthew Roddy, Kye Taylor, Reza Lotfian, John Kane, Emily Mower Provost. [PDF]
Human-Centered Metric Design to Promote Generalizable and Debiased Emotion Recognition. In arXiv, Nov 2022. Mimansa Jaiswal, Emily Mower Provost. [PDF]
Controlled Evaluation of Explanations: What Might Have Influenced Your Model Explanation Efficacy Evaluation? In Submission, Mar 2022. Mimansa Jaiswal, Minxue Niu. [ Note Show information for the linked content ]
2020
Noise-Based Augmentation Techniques for Emotion Datasets: What Do We Recommend? In ACL-SRW, 2020. Mimansa Jaiswal, Emily Mower Provost. [PDF | Talk]
MuSE: Multimodal Stressed Emotion Dataset. In LREC, May 2020. Mimansa Jaiswal, Cristian-Paul Bara, Yuanhang Luo, Rada Mihalcea, Mihai Burzo, Emily Mower Provost. [PDF]
Privacy Enhanced Multimodal Neural Representations for Emotion Recognition. In AAAI and NeuRIPS-W, Feb 2020. Mimansa Jaiswal, Emily Mower Provost. [PDF]
2019
Identifying Mood Episodes Using Dialogue Features from Clinical Interviews. In Interspeech, Sep 2019. Zakaria Aldeneh, Mimansa Jaiswal, Emily Mower Provost. [PDF]
MuSE-ing on the Impact of Utterance Ordering on Crowdsourced Emotion Annotations. In ICASSP, May 2019. Mimansa Jaiswal, Zakaria Aldeneh, Cristian-Paul Bara, Yuanhang Luo, Mihai Burzo, Rada Mihalcea, Emily Mower Provost. [PDF]
2018
The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. In Interspeech, Sep 2018. Soheil Khorram, Mimansa Jaiswal, John Gideon, Melvin McInnis, Emily Mower Provost. [PDF]
2017
'Hang in there': Lexical and Visual Analysis to Identify Posts Warranting Empathetic Responses. In FLAIRS, Dec 2017. Mimansa Jaiswal, Sairam Tabibu, Erik Cambria. [PDF]
'The Truth and Nothing But The Truth': Multimodal Analysis for Deception Detection. In ICDM-W, Jul 2017. Mimansa Jaiswal, Sairam Tabibu, Rajiv Bajpai. [PDF]