The Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) will be held from November 7 to 11, 2021 as a hybrid event in Punta Cana, Dominican Republic, with both on-site and fully virtual participation. EMNLP is one of the top research conferences on natural language processing. In recent years, deep learning approaches have made a significant impact at this conference.
There are nine Adobe co-authored papers at EMNLP 2021 on research topics ranging from question answering, image captioning, summarization, authoring assistants, event understanding, and much more.
EMNLP 2021 conference – Adobe co-authored papers
Main conference papers
"It Doesn't Look Good for a Date": Transforming Critiques into Preferences for Conversational Recommendation Systems Victor Bursztyn, Jennifer Healey, Nedim Lipka, Eunyee Koh, Doug Downey, Larry Birnbaum AUTOSUMM: Automatic Model Creation for Text Summarization Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu N, Rajiv Jain Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning Jian-guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu IGA: An Intent-Guided Authoring Assistant Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer Learning Prototype Representations Across Few-Shot Tasks for Event Detection Viet Lai, Franck Dernoncourt, Thien Huu Nguyen StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
QACE: Asking Questions to Evaluate an Image Caption Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts. Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian Presented at the New Frontiers in Summarization Workshop