ACL

M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database

Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, Haizhou Li

Journal ref published at ACL 2022

Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?

Stephanie Brandl, Oliver Eberle, Jonas Pilot, Anders Søgaard

Comments Accepted to ACL 2022

Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking

Jinyu Guo, Kai Shuang, Jijie Li, Zihan Wang, Yixuan Liu

Comments Accepted by ACL 2022 main conference (long paper)

Adaptor: Objective-Centric Adaptation Framework for Language Models

Michal Štefánik, Vít Novotný, Nikola Groverová, Petr Sojka

Comments 60th Annual Meeting of the ACL (ACL 2022): System Demonstrations paper

Unsupervised Out-of-Domain Detection via Pre-trained Transformers

Keyang Xu, Tongzheng Ren, Shikun Zhang, Yihao Feng, Caiming Xiong

Comments Accepted by ACL 2021. Code is available at https://github.com/rivercold/BERT-unsupervised-OOD

Selecting Informative Contexts Improves Language Model Finetuning

Richard Antonello, Nicole Beckage, Javier Turek, Alexander Huth

Comments Accepted submission at the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing

Voxel-informed Language Grounding

Rodolfo Corona, Shizhan Zhu, Dan Klein, Trevor Darrell

Comments ACL 2022

A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction

Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang

Comments accepted to ACL2022 findings

Why only Micro-F1? Class Weighting of Measures for Relation Classification

David Harbecke, Yuxuan Chen, Leonhard Hennig, Christoph Alt

Comments NLP Power! The First Workshop on Efficient Benchmarking in NLP (ACL 2022)

Two-Step Question Retrieval for Open-Domain QA

Yeon Seonwoo, Juhee Son, Jiho Jin, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh

Comments ACL2022-Findings

Modeling Exemplification in Long-form Question Answering via Retrieval

Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer

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

On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets

Hyounghun Kim, Aishwarya Padmakumar, Di Jin, Mohit Bansal, Dilek Hakkani-Tur

Comments ACL 2022 Insights Workshop (6 pages)

Modeling Multi-hop Question Answering as Single Sequence Prediction

Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong

Comments ACL 2022

Unsupervised Extractive Opinion Summarization Using Sparse Coding

Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi

Comments Accepted at ACL 2022

Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation

Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme

Comments ACL Findings 2022

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval

Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

Comments Accepted to Findings of ACL 2022

CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation

Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting

Comments TACL Final Version

Journal ref Transactions of the Association for Computational Linguistics (2022) 10: 73--91

Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents

Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat

Comments ACL2022

ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding

Sayan Ghosh, Shashank Srivastava

Comments ACL 2022

Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings

Sidsel Boldsen, Patrizia Paggio

Comments Accepted as long paper at ACL 2022

When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning

Orion Weller, Kevin Seppi, Matt Gardner

Comments ACL 2022

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models

Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu

Comments Accepted to ACL 2022. The code and models are available at https://github.com/thunlp/PELT

Strong Equivalence of TAG and CCG

Andreas Maletti, Lena Katharina Schiffer

Comments 30 pages, 6 figures, revised and extended version of paper appearing in Trans. ACL (2021) 9: 707-720

Journal ref Transactions of the Association for Computational Linguistics (2021) 9: 707-720

What GPT Knows About Who is Who

Xiaohan Yang, Eduardo Peynetti, Vasco Meerman, Chris Tanner

Comments Accepted by ACL 2022 Workshop on Insights from Negative Results in NLP

Transkimmer: Transformer Learns to Layer-wise Skim

Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo

Comments Published as a conference paper at ACL 2022

Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification

George-Eduard Zaharia, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel, Mihai Dascalu

Comments 9 pages, 1 figure, Accepted at ACL 2022 main conference (Long Paper)

What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge

Lovisa Hagström, Richard Johansson

Comments Accepted to the ACL Student Research Workshop 2022

"splink" is happy and "phrouth" is scary: Emotion Intensity Analysis for Nonsense Words

Valentino Sabbatino, Enrica Troiano, Antje Schweitzer, Roman Klinger

Comments WASSA 2022 at ACL 2022, published at https://aclanthology.org/2022.wassa-1.4/ Please cite by using https://aclanthology.org/2022.wassa-1.4.bib

Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users

Anne Kreuter, Kai Sassenberg, Roman Klinger

Comments WASSA 2022 at ACL 2022, published at https://aclanthology.org/2022.wassa-1.35/ Please cite by using https://aclanthology.org/2022.wassa-1.35.bib

On the Complementarity of Images and Text for the Expression of Emotions in Social Media

Anna Khlyzova, Carina Silberer, Roman Klinger

Comments WASSA 2022 at ACL 2022, published at https://aclanthology.org/2022.wassa-1.1/ Please cite using https://aclanthology.org/2022.wassa-1.1.bib