ACL

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics

Jiannan Xiang, Huayang Li, Yahui Liu, Lemao Liu, Guoping Huang, Defu Lian, Shuming Shi

Comments Findings of ACL 2022

Few-Shot Learning with Siamese Networks and Label Tuning

Thomas Müller, Guillermo Pérez-Torró, Marc Franco-Salvador

Comments ACL 2022

TAPAS: Weakly Supervised Table Parsing via Pre-training

Jonathan Herzig, Paweł Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos

Comments Accepted to ACL 2020

Table-based Fact Verification with Self-adaptive Mixture of Experts

Yuxuan Zhou, Xien Liu, Kaiyin Zhou, Ji Wu

Comments Accepted by Findings of ACL 2022

Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion

Shunsuke Kando, Hiroshi Noji, Yusuke Miyao

Comments To appear in the 6th ACL Workshop on Structured Prediction for NLP (SPNLP)

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

Knowledge Base Index Compression via Dimensionality and Precision Reduction

Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow

Comments To be presented at Spa-NLP workshop at ACL 2022

AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters

Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych

Comments ACL 2022 System Demonstrations

STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++

Jack G. M. FitzGerald

Comments 4 pages; To be published at AACL 2020; For code, see: https://github.com/jgmfitz/stil-mbart-multiatispp-aacl2020

Journal ref Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (2020) 576-581

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding

Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan

Comments Accepted at ACL2022 Main Conference

TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré

Comments Accepted to Findings of ACL 2022

Monte Carlo Tree Search for Interpreting Stress in Natural Language

Kyle Swanson, Joy Hsu, Mirac Suzgun

Comments Second Workshop on LT-EDI at ACL 2022

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning

Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji

Comments ACL 2022 Workshop on Insights from Negative Results in NLP

Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED

Quzhe Huang, Shibo Hao, Yuan Ye, Shengqi Zhu, Yansong Feng, Dongyan Zhao

Comments ACL 2022 Main Conference

Towards Unification of Discourse Annotation Frameworks

Yingxue Fu

Comments accepted at ACL SRW 2022

UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue

Chang Gao, Wenxuan Zhang, Wai Lam

Comments ACL 2022

CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing

Chen Liang, Pengcheng He, Yelong Shen, Weizhu Chen, Tuo Zhao

Comments Proceedings of ACL 2022

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons

Akash Kumar Mohankumar, Mitesh M. Khapra

Comments Accepted at ACL 2022; 21 pages and 12 figures

CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion

Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu

Comments The full version of a long paper accepted to ACL 2022 main conference

Comparative Opinion Summarization via Collaborative Decoding

Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara

Comments Findings of ACL 2022

Multilingual Molecular Representation Learning via Contrastive Pre-training

Zhihui Guo, Pramod Sharma, Andy Martinez, Liang Du, Robin Abraham

Comments Accepted to ACL 2022 main conference

Evaluating Factuality in Text Simplification

Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li

Comments ACL 2022

Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals

Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu

Comments ACL2022 Main conference. First two authors contributed equally to this work

Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models

Phyllis Ang, Bhuwan Dhingra, Lisa Wu Wills

Comments Accepted at NLP Power! Workshop on Efficient Benchmarking in NLP at ACL2022

Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers

Mariano Felice, Shiva Taslimipoor, Paula Buttery

Comments Accepted at Findings of ACL 2022

Automatic Fake News Detection: Are current models "fact-checking" or "gut-checking"?

Ian Kelk, Benjamin Basseri, Wee Yi Lee, Richard Qiu, Chris Tanner

Comments 8 pages, 4 figures, 1 table, To appear in The Fifth FEVER Workshop 26th May 2022 Co-located with ACL 2022

Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking

Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz

Comments Accepted by ACL 2022

QAConv: Question Answering on Informative Conversations

Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong

Comments ACL 2022. Data and code are available at https://github.com/salesforce/QAConv

CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

Rakesh R Menon, Sayan Ghosh, Shashank Srivastava

Comments ACL 2022 (25 pages, 16 figures)

Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation

Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo, Jun Xie, Rong Jin

Comments Accepted by ACL 2022 (main conference)