EMNLP 2022
Program (Dec. 8, 2022)
08:55 - 09:00 Opening Remarks
09:00 - 09:40 Keynote Talk 1
Measuring what matters for human-AI teams
Saleema Amershi, Microsoft Research
(virtual)
9:50 - 10:20 Invited Talk 1
Enabling domain experts to create their own NLP models: Notes from our journey
Yannis Katsis, IBM Research
(virtual)
10:20 – 10:40 Invited Talk 2
Understanding and Addressing Uncertainty in Crowd Annotation on Subjective Tasks
Amy Zhang, University of Washington
(virtual）
10:40 - 11:00 Coffee Break
11:05 - 11:25 Regular Papers Session 1
AVA-TMP: A Human-in-the-Loop Multi-layer Dynamic Topic Modeling Pipeline
Viseth Sean, Padideh Danaee, Yang Yang and Hakan Kardes
(virtual)
Cross-lingual Short-text Entity Linking: Generating Features for Neuro-Symbolic Methods
Qiuhao Lu, Sairam Gurajada, Prithviraj Sen, Lucian Popa, Dejing Dou and Thien Nguyen
(virtual)
11:25 - 12:10 Invited Papers
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
Alisa Liu, Swabha Swayamdipta, Noah A. Smith and Yejin Choi.
(in person)
Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain QA
Wanrong He, Andrew Mao, and Jordan Boyd-Graber.
(in person)
Human-in-the-Loop Hate Speech Classification in a Multilingual Context
Ana Kotarcic, Dominik Hangartner, Fabrizio Gilardi, Selina Kurer and Karsten Donnay.
(in person)
12:10 - 12:40 Regular Papers Session 2
DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop
Neelesh Shukla, Msp Raja, Raghu Katikeri and Amit Vaid
(virtual)
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding
Ayush Kumar, Rishabh Kumar Tripathi and Jithendra Vepa
(virtual)
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
Aleksandra Edwards, Asahi Ushio, Jose Camacho-Collados, Helene de Ribaupierre and Alun Preece
(virtual)
14:00 - 14:30 Regular Paper Session 3
Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers
Pranav Kamath, Yiwen Sun, Thomas Semere, Adam Green, Scott Manley, Xiaoguang Qi, Kun Qian, Yunyao Li and Mina Farid
(in person)
🏆MEGAnno: Exploratory Labeling for NLP in Computational Notebooks
Dan Zhang, Hannah Kim, Rafael Li Chen, Eser Kandogan and Estevam Hruschka
(in person)
A Gamified Approach to Frame Semantic Role Labeling
Emily Amspoker and Miriam R L Petruck
(in person)
14:30 - 15:00 Regular Paper Session 4
🏆Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop
Md Tahmid Rahman Laskar, Cheng Chen, Xue-Yong Fu and Shashi Bhushan TN
(in person)
Execution-based Evaluation for Data Science Code Generation Models
Junjie Huang, Chenglong Wang, Jipeng Zhang, cong yan, Haotian Cui, Jeevana Priya Inala, Colin Clement, Nan Duan and Jianfeng Gao.
(virtual, China time)
Crowdsourcing Preposition Sense Disambiguation with High Precision via a Priming Task
Shira Wein and Nathan Schneider
(virtual)
15:00 – 15:30 Regular Paper Session 5
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks
Maeda Hanafi, Yannis Katsis, Ishan Jindal and Lucian Popa
(virtual)
Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate
Maria Leonor Pacheco, Tunazzina Islam, Lyle Ungar, Ming Yin and Dan Goldwasser
(virtual)
User or Labor: An Interaction Framework for Human-Machine Relationships in NLP
Ruyuan Wan, Naome Etori, Karla Badillo-Urquiola and Dongyeop Kang
(virtual)
15:30 - 16:00 Coffee Break
16:00 - 16:40 Keynote Talk 2
Decision-making in an uncertain world
Azza Abouzied, NYU Abu Dhabi
(in person)
16:40 - 17:30 Panel Discussion
Panelists:
Azza Abouzied, NYU Abu Dhabi
Estevam Hruschka, Megagon Labs
Moderator: Yunyao Li