NAACL

Hate Speech Criteria: A Modular Approach to Task-Specific Hate Speech Definitions

Urja Khurana, Ivar Vermeulen, Eric Nalisnick, Marloes van Noorloos, Antske Fokkens

Comments Accepted at WOAH 2022, co-located at NAACL 2022. Cite ACL version

"Diversity and Uncertainty in Moderation" are the Key to Data Selection for Multilingual Few-shot Transfer

Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

Comments NAACL 2022

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

Comments NAACL 2022

Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?

Xiang Zhou, Shiyue Zhang, Mohit Bansal

Comments NAACL 2022 (16 pages)

GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity

Iknoor Singh, Yue Li, Melissa Thong, Carolina Scarton

Comments Accepted at SemEval-2022 Task 8: Multilingual News Article Similarity (co-located with NAACL 2022)

Cooperative Self-training of Machine Reading Comprehension

Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James Glass

Comments NAACL 2022

Analyzing Encoded Concepts in Transformer Language Models

Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu

Comments 20 pages, 10 figures

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

Reducing conversational agents' overconfidence through linguistic calibration

Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau

Comments Accepted in TACL, to be presented at NAACL 2022

Do Trajectories Encode Verb Meaning?

Dylan Ebert, Chen Sun, Ellie Pavlick

Comments NAACL 2022

Provably Confidential Language Modelling

Xuandong Zhao, Lei Li, Yu-Xiang Wang

Comments NAACL 2022

CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking

Xuming Hu, Zhijiang Guo, Guanyu Wu, Aiwei Liu, Lijie Wen, Philip S. Yu

Comments In NAACL 2022 as a long paper. Code and data available at https://github.com/THU-BPM/CHEF

Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses

Keith Harrigian, Mark Dredze

Comments Accepted to the Eighth Workshop on Computational Linguistics and Clinical Psychology (CLPsych) at NAACL

FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source

Aman Kumar, Akshay G Bharadwaj, Binil Starly, Collin Lynch

Comments NAACL 2022 Workshop on Structured and Unstructured Knowledge Integration (SUKI)

Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models

Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen

Comments Accepted at WOAH (NAACL 2022)

Towards a Deep Multi-layered Dialectal Language Analysis: A Case Study of African-American English

Jamell Dacon

Comments Accepted to the NAACL 2022 (HCI+NLP) Workshop

Automatic Correction of Human Translations

Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero

Comments NAACL 2022. Dataset available at: https://github.com/lilt/tec

Methods for Estimating and Improving Robustness of Language Models

Michal Štefánik

Comments Thesis proposal, accepted & to appear in NAACL SRW 2022

CoSe-Co: Text Conditioned Generative CommonSense Contextualizer

Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy

Comments Accepted at NAACL 2022 (main conference)

Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator

Hyuhng Joon Kim, Hyunsoo Cho, Junyeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee

Comments NAACL 2022 Workshop on Large-scale Pre-trained Language Models

Multimodal Dialogue State Tracking

Hung Le, Nancy F. Chen, Steven C. H. Hoi

Comments Accepted at NAACL 2022 (Oral)

CMNEROne at SemEval-2022 Task 11: Code-Mixed Named Entity Recognition by leveraging multilingual data

Suman Dowlagar, Radhika Mamidi

Comments SemEval 2022 Task 11: MultiCoNER Multilingual Complex Named Entity Recognition, NAACL, 2022

Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework

Ahmed Mahran, Carlo Alessandro Borella, Konstantinos Perifanos

Comments Accepted for publication at the 16th International Workshop on Semantic Evaluation, Task 5: MAMI - Multimedia Automatic Misogyny Identification co-located with NAACL 2022

NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge

Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng

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

Text Generation with Text-Editing Models

Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adamek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn

Comments Accepted as a tutorial at NAACL 2022

Task Transfer and Domain Adaptation for Zero-Shot Question Answering

Xiang Pan, Alex Sheng, David Shimshoni, Aditya Singhal, Sara Rosenthal, Avirup Sil

Comments NAACL 2022 Deep Learning for Low-Resource NLP Workshop Paper

FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models

Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu

Comments to appear in the findings of NAACL 2022

Hate Speech and Counter Speech Detection: Conversational Context Does Matter

Xinchen Yu, Eduardo Blanco, Lingzi Hong

Comments Accepted by NAACL 2022

CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection

Zhen Li, Bing Xu, Conghui Zhu, Tiejun Zhao

Comments Accepted to Findings of NAACL 2022

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models

Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava

Comments Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Grounding in social media: An approach to building a chit-chat dialogue model

Ritvik Choudhary, Daisuke Kawahara

Comments Accepted to NAACL 2022 SRW