ACL

Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation

Francesco Moramarco, Alex Papadopoulos Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov

Comments To be published in proceedings of ACL 2022

Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization

Georgios Katsimpras, Georgios Paliouras

Comments accepted to ACL 2022 (main conference)

Quality Controlled Paraphrase Generation

Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor

Comments Accepted as a long paper at ACL 2022

TimeLMs: Diachronic Language Models from Twitter

Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, Jose Camacho-Collados

Comments Accepted to ACL 2022 (Demo Track) - https://github.com/cardiffnlp/timelms

The Power of Prompt Tuning for Low-Resource Semantic Parsing

Nathan Schucher, Siva Reddy, Harm de Vries

Comments ACL 2022 (main conference); updated results

On the Sensitivity and Stability of Model Interpretations in NLP

Fan Yin, Zhouxing Shi, Cho-Jui Hsieh, Kai-Wei Chang

Comments ACL 2022, long paper, main conference

On the probability-quality paradox in language generation

Clara Meister, Gian Wiher, Tiago Pimentel, Ryan Cotterell

Comments ACL 2022 (main conference)

BRIO: Bringing Order to Abstractive Summarization

Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig

Comments ACL 2022

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis

Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

Comments Accepted at Findings of ACL 2022

To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo

Yiran Luo, Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral

Comments Accepted at ACL 2022 (Short Paper)

Accelerating Code Search with Deep Hashing and Code Classification

Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu

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

MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation

Quan Tu, Yanran Li, Jianwei Cui, Bin Wang, Ji-Rong Wen, Rui Yan

Comments 12 pages, 5 figures, accepted by ACL 2022 main conference

Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking

Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim

Comments ACL 2022 (short)

From Simultaneous to Streaming Machine Translation by Leveraging Streaming History

Javier Iranzo-Sánchez, Jorge Civera, Alfons Juan

Comments ACL 2022 - Camera ready; v3: expanded data pre-processing

Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding

Zheng Yuan, Chuanqi Tan, Songfang Huang

Comments Accepted by ACL 2022 Main Conference, Short Paper

Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER

Dong-Ho Lee, Akshen Kadakia, Kangmin Tan, Mahak Agarwal, Xinyu Feng, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren

Comments Accepted to ACL 2022 main conference. 14 pages, 8 figures, 9 tables

The paradox of the compositionality of natural language: a neural machine translation case study

Verna Dankers, Elia Bruni, Dieuwke Hupkes

Comments To appear at ACL 2022; 22 pages total (9 in the main paper, 3 pages of references and 10 pages with appendices)

Neural Pipeline for Zero-Shot Data-to-Text Generation

Zdeněk Kasner, Ondřej Dušek

Comments Accepted to ACL 2022 Main Conference

Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling

Elena Álvarez-Mellado, Constantine Lignos

Comments 21 pages, accepted at ACL 2022

TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models

Ziqing Yang, Yiming Cui, Zhigang Chen

Comments 7 pages. Accepted to ACL 2022 Demo

Visualizing the Relationship Between Encoded Linguistic Information and Task Performance

Jiannan Xiang, Huayang Li, Defu Lian, Guoping Huang, Taro Watanabe, Lemao Liu

Comments Findings of ACL 2022

LinkBERT: Pretraining Language Models with Document Links

Michihiro Yasunaga, Jure Leskovec, Percy Liang

Comments Published at ACL 2022. Code, data, and pretrained models are available at https://github.com/michiyasunaga/LinkBERT

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

Comments Accepted to ACL 2022

Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media

Pavan Holur, Tianyi Wang, Shadi Shahsavari, Timothy Tangherlini, Vwani Roychowdhury

Comments ACL 2022: 60th Annual Meeting of the Association for Computational Linguistics 8+4 pages, 6 figures

mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models

Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka

Comments ACL 2022

Retrieval-guided Counterfactual Generation for QA

Bhargavi Paranjape, Matthew Lamm, Ian Tenney

Comments ACL 2022 Camera-ready version

Learning to Describe Solutions for Bug Reports Based on Developer Discussions

Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney

Comments Accepted in Findings of ACL 2022

The Inefficiency of Language Models in Scholarly Retrieval: An Experimental Walk-through

Shruti Singh, Mayank Singh

Comments 21 pages. To appear in Findings of ACL 2022

Improving Persian Relation Extraction Models by Data Augmentation

Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard

Comments 5 pages, 6 images

Journal ref Proceedings of The Second International Workshop on NLP Solutions for Under Resourced Languages (NSURL 2021) co-located with ICNLSP 2021, pages 32-37, Trento, Italy. Association for Computational Linguistics

A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation

Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata

Comments 21 pages, ACL 2022