ACL

DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations

Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng

Comments Association for Computational Linguistics (ACL 2022)

On the Importance of Data Size in Probing Fine-tuned Models

Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar

Comments To appear in ACL Findings 2022

Towards Responsible Natural Language Annotation for the Varieties of Arabic

A. Stevie Bergman, Mona T. Diab

Comments ACL 2022 Findings

Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go

Ife Adebara, Muhammad Abdul-Mageed

Comments Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)

Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation

Chenze Shao, Yang Feng

Comments ACL 2022 main conference

Probing BERT's priors with serial reproduction chains

Takateru Yamakoshi, Thomas L. Griffiths, Robert D. Hawkins

Comments Findings of ACL 2022

Interpreting the Robustness of Neural NLP Models to Textual Perturbations

Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan

Comments Accepted to Findings of ACL 2022

COSMic: A Coherence-Aware Generation Metric for Image Descriptions

Mert İnan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani

Comments 12 pages, 4 figures, Findings of the Association for Computational Linguistics: EMNLP 2021

Journal ref https://aclanthology.org/2021.findings-emnlp.291

Transformers in the loop: Polarity in neural models of language

Lisa Bylinina, Alexey Tikhonov

Comments Accepted to ACL 2022 main conference

MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER

Ran Zhou, Xin Li, Ruidan He, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao

Comments Accepted at ACL 2022

Shellcode_IA32: A Dataset for Automatic Shellcode Generation

Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh

Comments Paper accepted to NLP4Prog Workshop 2021 co-located with ACL-IJCNLP 2021. Extended journal version of this work has been published in the Automated Software Engineering journal, Volume 29, Article no. 30, March 2022, DOI: 10.1007/s10515-022-00331-3

An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models

Sweta Agrawal, Marine Carpuat

Comments To appear in ACL 2022

Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models

Aaron Mueller, Robert Frank, Tal Linzen, Luheng Wang, Sebastian Schuster

Comments Accepted to Findings of ACL 2022

When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation

Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi

Comments ACL 2022 Findings

Combining Static and Contextualised Multilingual Embeddings

Katharina Hämmerl, Jindřich Libovický, Alexander Fraser

Comments Accepted to Findings of ACL 2022

Finding Structural Knowledge in Multimodal-BERT

Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens

Comments Accepted at ACL 2022

Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists

Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis

Comments Accepted to Findings of ACL 2022

RoMe: A Robust Metric for Evaluating Natural Language Generation

Md Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri, Ricardo Usbeck, Jens Lehmann

Comments Accepted by the Association for Computational Linguistics (ACL) 2022

On Vision Features in Multimodal Machine Translation

Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, JingBo Zhu

Comments Long paper accepted by ACL2022 main conference

Type-Driven Multi-Turn Corrections for Grammatical Error Correction

Shaopeng Lai, Qingyu Zhou, Jiali Zeng, Zhongli Li, Chao Li, Yunbo Cao, Jinsong Su

Comments Findings of ACL2022

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction

Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si

Comments 13 pages, 9 figures, to appear in ACL Findings 2022

Gaussian Multi-head Attention for Simultaneous Machine Translation

Shaolei Zhang, Yang Feng

Comments Accept to ACL 2022 findings. 12 pages, 8 figures

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning

Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

Comments Accepted by ACL2022

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT

Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He

Comments Accepted as ACL-2022

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training

Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu

Comments To appear at Findings of ACL 2022

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation

Meng Zhang, Liangyou Li, Qun Liu

Comments ACL 2022

AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension

Xiao Li, Gong Cheng, Ziheng Chen, Yawei Sun, Yuzhong Qu

Comments 11 pages, accepted to the main conference of ACL 2022

AdapLeR: Speeding up Inference by Adaptive Length Reduction

Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar

Comments Accepted to ACL 2022 (main conference)

Label Semantics for Few Shot Named Entity Recognition

Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth

Comments Findings of ACL 2022

Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching

Alissa Ostapenko, Shuly Wintner, Melinda Fricke, Yulia Tsvetkov

Comments To appear in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)