NAACL

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings

Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljačić, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James Glass

Comments NAACL 2022 main conference (Long paper). Pretrained models and code are available at https://github.com/voidism/DiffCSE

OTExtSum: Extractive Text Summarisation with Optimal Transport

Peggy Tang, Kun Hu, Rui Yan, Lei Zhang, Junbin Gao, Zhiyong Wang

Comments Findings of NAACL 2022

Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics

Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad

Comments Accepted by NAACL 2022

Learning to Execute Actions or Ask Clarification Questions

Zhengxiang Shi, Yue Feng, Aldo Lipani

Comments Findings of NAACL 2022

Do Prompt-Based Models Really Understand the Meaning of their Prompts?

Albert Webson, Ellie Pavlick

Comments NAACL 2022. Unabridged version. Code available at https://github.com/awebson/prompt_semantics

CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in Conversation

Joosung Lee, Wooin Lee

Comments NAACL 2022 main conference

A Corpus for Understanding and Generating Moral Stories

Jian Guan, Ziqi Liu, Minlie Huang

Comments Accepted by NAACL 2022 main conference (Long paper)

Analyzing the Intensity of Complaints on Social Media

Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen

Comments NAACL 2022 (Findings)

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann

Comments Accepted by the North American Chapter of the Association for Computational Linguistics (NAACL) 2022

ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs

Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang

Comments NAACL 2022 Findings. Code and models are released at https://github.com/chenllliang/ATP

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation

Siyu Lai, Zhen Yang, Fandong Meng, Xue Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

Comments Accepted at NAACL 2022 as a long paper of main conference

DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks

Ziyang Luo, Yadong Xi, Jing Ma, Zhiwei Yang, Xiaoxi Mao, Changjie Fan, Rongsheng Zhang

Comments NAACL-HLT 2022 Findings

AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy

Raphael Petegrosso, Vasistakrishna Baderdinni, Thibaud Senechal, Benjamin L. Bullough

Comments Accepted to NAACL 2022 Industry Track

Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen

Comments The first study for the low-resource rumor detection on social media in cross-domain and cross-lingual settings

Journal ref 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation

Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen

Comments Accepted by NAACL 2022 Main Conference

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?

Nouha Dziri, Sivan Milton, Mo Yu, Osmar Zaiane, Siva Reddy

Comments NAACL 2022, 14 pages

TVShowGuess: Character Comprehension in Stories as Speaker Guessing

Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, Jeffrey Stanton

Comments Accepted at NAACL 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning

Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, M. Hassan Murad, Chitta Baral

Comments NAACL 2022 Findings

Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition

Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai, Nicholas Jing Yuan

Comments Accepted at NAACL 2022 Findings

Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems

Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee

Comments NAACL 2022

Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification

Han Wang, Canwen Xu, Julian McAuley

Comments NAACL 2022 (main conference)

On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation

Kelly Marchisio, Markus Freitag, David Grangier

Comments NAACL 2022 Camera-Ready. Tiny text changes to deal with compiler differences between arxiv and Overleaf

TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes

Sherzod Hakimov, Gullal S. Cheema, Ralph Ewerth

Comments Accepted for publication at SemEval-2022 Workshop, Task 5: MAMI - Multimedia Automatic Misogyny Identification co-located with NAACL 2022

GenIE: Generative Information Extraction

Martin Josifoski, Nicola De Cao, Maxime Peyrard, Fabio Petroni, Robert West

Comments Accepted at NAACL 2022

Learning to Express in Knowledge-Grounded Conversation

Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan

Comments Accepted by NAACL 2022 (main conference)

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang

Comments Accepted to NAACL 2022 Main Conference

Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification

Xiaolei Huang

Comments Accepted at NAACL - 2022, a camera ready version is upcoming

A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis

Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong

Comments Accepted to Findings of NAACL 2022

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

Comments Accepted to Findings of NAACL 2022

Zero-shot Cross-lingual Conversational Semantic Role Labeling

Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song

Comments NAACL 2022 findings