Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling (KiYoon Yoo and Nojun Kwak) #곽노준 교수팀 

ProsocialDialog: A Prosocial Backbone for Conversational Agents (Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi and Maarten Sap) #김건희 교수팀 

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) #이상구 교수팀 

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations (Jun Yeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim) #이상구 교수팀

PLM-based World Models for Text-based Games (Minsoo Kim, Yeonjoon Jung, Dohyeon Lee and Seung-won Hwan) #황승원 교수팀 

Normalizing Mutual Information for Robust Adaptive Training for Translation (Youngwon Lee, Changmin Lee, Hojin Lee and Seung-won Hwang) #황승원 교수팀 

Towards Compositional Generalization in Code Search (Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan and Seungtaek Cho) #황승원 교수팀 

Pseudo-Relevance for Enhancing Document Representation (Jihyuk Kim, Seung-won Hwang, Seoho Song, Hyeseon Ko and Young-In Song) #황승원 교수팀

BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets (Minju Kim, Chae Hyeong Kim, Yong Ho Song, Seung-won Hwang and Jinyoung Yeo) #황승원 교수팀 

EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers #권가진 교수팀 

Backdoor Attacks in Federated Learning by Poisoned Word Embeddings (KiYoon Yoo, Nojun Kwak) #곽노준 교수팀

Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation (KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak) #곽노준 교수팀

Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering (Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, and Byoung-Tak Zhang) #장병탁 교수팀 

Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings (Sangwon Yu, Jongyoon Song, Heeseung Kim, Seongmin Lee, Woo-Jong Ryu, and Sungroh Yoon) #윤성로 교수팀

Debiasing Event Understanding for Visual Commonsense Tasks (Minji Seo, YeonJoon Jung, Seungtaek Choi, seung-won hwang, and Bei Liu) #황승원 교수팀 

ReACC: A Retrieval-Augmented Code Completion Framework (Shuai Lu, Nan Duan, Hojae Han, Daya Guo, seung-won hwang, and Alexey Svyatkovskiy) #황승원 교수팀 

Plug-and-Play Adaptation for Continuously-updated QA (Kyungjae Lee, Wookje Han, seung-won hwang, Hwaran Lee, Joonsuk Park, and Sang-Woo Lee) #황승원 교수팀

(Oral) AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate (Jongyoon Song, Sungwon Kim, Sungroh Yoon) #윤성로 교수팀

Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes (Hyunwoo Kim, Byeongchang Kim, and Gunhee Kim) #김건희 교수팀

Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer (Gi-Cheon Kang, Junseok Park, Hwaran Lee, Byoung-Tak Zhang, and Jin-Hwa Kim) #장병탁 교수팀 

QACE: Asking Questions to Evaluate an Image Caption (Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, and Kyomin Jung) #정교민 교수팀

Structure-Augmented Keyphrase Generation (Seung-won Hwang) #황승원 교수

How Robust are Fact Checking Systems on Colloquial Claims? (Byeongchang Kim, Hyunwoo Kim, Seokhee Hong and Gunhee Kim) #김건희 교수팀

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights (Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin and Kyomin Jung) #정교민 교수팀

Self-guided Contrastive Learning for BERT Sentence Representation (Taeuk Kim, Kangmin Yoo, and Sang-goo Lee) #이상구 교수팀

Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering (Ahjeong Seo, Gi-Cheon Kang, Junhan Park, and Byoung-Tak Zhang) #장병탁 교수팀

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning (Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, and Kyomin Jung) #정교민 교수팀

Robustifying Multi-hop QA through Pseudo-Evidentiality Training (Kyungjae Lee, Seung-won Hwang, Sang-eun Han and Dohyeon Lee) #황승원 교수팀

Prototype-Based Personalized Pruning (Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak) #곽노준 교수팀

Gradual Federated Learning Using Simulated Annealing (Luong Trung Nguyen, Byonghyo Shim) #심병효 교수팀

Real-Time Denoising and Dereverberation With Tiny Recurrent U-Net (Hyeong-Seok Choi, Sungjin Park, Jie Hwan Lee, Hoon Heo, Dongsuk Kyogu Lee) #이교구 교수팀

Room adaptive conditioning method for sound event classification in reverberant environments (Jaejun Lee, Donmoon Lee, Hyeong-Seok Choi, Kyogu Lee) #이교구 교수팀

Reverb Conversion of Mixed Vocal Tracks Using an End-to End Convolutional Deep Neural Network (Junghyun Koo, Seungryeol Paik, Kyogu Lee) #이교구 교수팀

Elf-Attentive VAD: Context-Aware Detection of Voice From Noise (Yong Rae Jo, Young Ki Moon, Won Ik Cho, Geun Sik Jo) 

Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness (Hyunwoo Kim, Byeongchang Kim and Gunhee Kim) #김건희 교수팀

Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model (Bugeun Kim, Kyung Seo Ki, Donggeon Lee and Gahgene Gweon) #권가진 교수팀

Interpretation of NLP models through input marginalization (Siwon Kim, Jihun Yi, Eunji Kim and Sungroh Yoon) #윤성로 교수팀

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation (Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee) #이상구 교수팀

(Oral) Attentive Modality Hopping Mechanism for Speech Emotion Recognition (Seunghyun Yoon, Subhadeep Dey, Hwanhee Lee, Kyomin Jung) #정교민 교수팀

Deep Neural Network Based Matrix Completion for Internet of Things Network Localization (Sunwoo Kim, Luong Trung Nguyen, and Byonghyo Shim) #심병효 교수팀

Disentangling Timbre and Singing Style with Multi-Singer Singing Synthesis System (Juheon Lee, Hyeong-Seok Choi, Junghyun Koo, Kyogu Lee) #이교구 교수팀

Automotive Radar Signal Interference Mitigation Using RNN with Self Attention (Jiwoo Mun, Seokhyeon Ha, and Jungwoo Lee) #이정우 교수팀

Label Propagation Adaptive Resonance Theory for Semi-Supervised Continuous Learning (Taehyeong Kim, Injune Hwang, Gi-Cheon Kang, Won-Seok Choi, Hyunseo Kim, Byoung-Tak Zhang) #장병탁 교수팀

Robust Text-Dependent Speaker Verification via Character-Level Information Preservation for the SdSV Challenge 2020 (Sung Hwan Mun, Woo Hyun Kang, Min Hyun Han and Nam Soo Kim) #김남수 교수팀

Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation (Won Ik Cho, Donghyun Kwak, Jiwon Yoon and Nam Soo Kim) #김남수 교수팀

Reformer-TTS: Neural Speech Synthesis with Reformer Network (Hyeongrae Ihm, Joun Yeop Lee, Byoung Jin Choi, Sung Jun Cheon and Nam Soo Kim) #김남수 교수팀

Effect of Adding Positional Information on Convolutional Neural Networks for End-to-End Speech Recognition (Jinhwan Park and Wonyong Sung) #성원용 교수팀

Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer’s Dementia Recognition (Junghyun Koo, Jie Hwan Lee, Jaewoo Pyo, Yujin Jo and Kyogu Lee) #이교구 교수팀

Multimodal Speech Emotion Recognition using Cross Attention with Aligned Audio and Text (Yoonhyung Lee, Seunghyun Yoon and Kyomin Jung) #정교민 교수팀

Dysarthria Detection and Severity Assessment using Rhythm-Based Metrics (Abner Hernandez, Eun Jung Yeo, Sunhee Kim and Minhwa Chung) #정민화 교수팀

Cotatron: Transcription-Guided Speech Encoder for Any-to-Many Voice Conversion without Parallel Data (Seung-won Park(Seoul National University, MINDsLab Inc.), Doo-young Kim(Seoul National University, MINDsLab Inc.) and Myun-chul Joe(MINDsLab Inc.))

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks (Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung) #정교민 교수팀

Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja (Kang Min Yoo, Taeuk Kim and Sang-goo Lee) #이상구 교수팀

Dual Attention Networks for Visual Reference Resolution in Visual Dialog (Gi-Cheon Kang, Jaeseo Lim, Byoung-Tak Zhang) #장병탁 교수팀

Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension (Daesik Kim, Seonhoon Kim and Nojun Kwak) #곽노준 교수팀

A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching (Jihun Choi, Taeuk Kim, Sang-goo Lee) #이상구 교수팀

CoDraw: Collaborative drawing as a testbed for grounded goal-driven communication (Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh) #장병탁 교수팀

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks (Byeongchang Kim, Hyunwoo Kim , Gunhee Kim) #김건희 교수팀

AudioCaps: Generating Captions for Audios in The Wild (Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, Gunhee Kim) #김건희 교수팀

Enhancing Music Features by Knowledge Transfer from User-item Log Data (Donmoon Lee, Jaejun Lee, Jeongsoo Park, Kyogu Lee) #이교구 교수팀

Adversarially Trained End-to-end Korean Singing Voice Synthesis System (Juheon Lee, Hyeong-Seok Choi, Chang-Bin Jeon, Junghyun Koo, Kyogu Lee) #이교구 교수팀