EMNLP 2022

NAVER is Korea's premier internet company operating the nation's #1 search engine and largest e-commerce platform. NAVER is also a leading provider of fintech services, digital content and cloud services to a global community. The company invests more than a quarter of revenue in R&D and cultivates a culture of 'Founder-type leaders' to launch innovative applications such as LINE (Japan's No.1 messaging app), NAVER WEBTOON and ZEPETO metaverse.

Conference papers:

• Multimodal Robustness for NMT (long paper) Ioan Calapodescu, Yuting Zhao

• Generating Information-Seeking Conversations from Unlabeled Documents (long paper)
  Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang

• Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations (long paper)
  Junyeob Kim, Kang Min Yoo, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim

• Argument Mining for Review Helpfulness Prediction (long paper)
  Zaiqian Chen, Daniel Verdido Amarante, Jenna Donaldson, Yohan Jo, Joonsuk Park

• Evaluating the Knowledge Dependency of Questions (long paper)
  Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu, Seungtaek Choi, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim , Jamin Shin

• SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages (short paper)
  Alireza Mohammadshashi ,Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

• Saving Dense Retriever from Shortcut Dependency in Conversational Search (short paper)
  Sungdong Kim, Gangwoo Kim

• Modal-Specific Pseudo Query Generation for Video Corpus Moment Retrieval (long paper)
  MinJoon Jung, SeongHo Choi, JooChan Kim, Jin-Hwa Kim and Byoung-Tak Zhang

Findings:

• What Do Compressed Multilingual Machine Translation Models Forget?
  Alireza Mohammadshashi , Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

• AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
  Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee

• Keep Me Updated! Memory Management in Long-term Conversations
  Sanghwan Bae, Donghyun Kwak, Soyoung Kang, Min Young Lee, Sungdong Kim, Yuin Jeong, Hyeri Kim, Sang-Woo Lee, Woomyoung Park, Nako Sung

• Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
  Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee

Workshops:

Seventh Conference on Machine Translation (WMT22):
Focused Concatenation for Context-Aware Neural Machine Translation
Lorenzo Lupo, Marco Dinarelli Laurent Besacier

The third Advanced Language Processing School
January 16th to 20th 2023. Online

Co-organized by LIG (Univ. Grenoble Alpes) and Naver Labs Europe
A week-long series of lectures by world-class NLP researchers, sessions where participants
present their work, social sessions and labs.