ACL

Self-Edit: Fault-Aware Code Editor for Code Generation

Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin

Comments Accepted by ACL2023

Discover, Explanation, Improvement: An Automatic Slice Detection Framework for Natural Language Processing

Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu

Comments 15 pages, 5 figures, accepted by Transactions of the Association for Computational Linguistics

What Are People Asking About COVID-19? A Question Classification Dataset

Jerry Wei, Chengyu Huang, Soroush Vosoughi, Jason Wei

Comments Published in Proceedings of the 1st Workshop on NLP for COVID-19 at ACL 2020

Entity Tracking in Language Models

Najoung Kim, Sebastian Schuster

Comments ACL 2023 Camera-ready

RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation

Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin Hsu, Anna Currey, Georgiana Dinu, Maria Nadejde

Comments Accepted at ACL 2023

Journal ref Proceedings of ACL (2023) 1476-1490

Inseq: An Interpretability Toolkit for Sequence Generation Models

Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal, Malvina Nissim, Arianna Bisazza

Comments ACL 2023 Demo Track. Library: https://github.com/inseq-team/inseq, Docs: https://inseq.readthedocs.io, v0.4

Journal ref Proceedings of ACL: System Demonstrations (2023) 421-435

J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News

Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott Ruston, Huan Liu, Joshua Garland

Comments This Paper is Accepted to The 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2023)

Substitution-based Semantic Change Detection using Contextual Embeddings

Dallas Card

Journal ref In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 2023

Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing

Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku

Comments To be published in NAACL-HLT 2021. 12 pages, 1 figure, 3 tables

Journal ref Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 3758-3769, 2021

Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation

Yaoming Zhu, Zewei Sun, Shanbo Cheng, Luyang Huang, Liwei Wu, Mingxuan Wang

Comments 8 pages, ACL 2023 Finding

C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation

Liliang Ren, Mankeerat Sidhu, Qi Zeng, Revanth Gangi Reddy, Heng Ji, ChengXiang Zhai

Comments Published at ACL2023 DialDoc Workshop; Updated Results

A Customized Text Sanitization Mechanism with Differential Privacy

Huimin Chen, Fengran Mo, Yanhao Wang, Cen Chen, Jian-Yun Nie, Chengyu Wang, Jamie Cui

Comments This work has been accepted to the Findings of ACL 2023

Journal ref https://aclanthology.org/2023.findings-acl.355/

Interpreting Sentiment Composition with Latent Semantic Tree

Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao, Kang Liu

Comments Findings of ACL2023

Abstractive Text Summarization Using the BRIO Training Paradigm

Khang Nhut Lam, Thieu Gia Doan, Khang Thua Pham, Jugal Kalita

Comments 6 pages, Findings of the Association for Computational Linguistics: ACL 2023

Journal ref Findings of the Association for Computational Linguistics: ACL 2023

SCOTT: Self-Consistent Chain-of-Thought Distillation

Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren

Comments 11 pages, 8 figures. Accepted to ACL 2023

An Open Dataset and Model for Language Identification

Laurie Burchell, Alexandra Birch, Nikolay Bogoychev, Kenneth Heafield

Comments To be published in ACL 2023

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages

Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze

Comments ACL 2023

(QA)$^2$: Question Answering with Questionable Assumptions

Najoung Kim, Phu Mon Htut, Samuel R. Bowman, Jackson Petty

Comments ACL 2023 camera-ready

Shared Lexical Items as Triggers of Code Switching

Shuly Wintner, Safaa Shehadi, Yuli Zeira, Doreen Osmelak, Yuval Nov

Comments This is the author's final version; the article has been accepted for publication in the Transactions of the Association for Computational Linguistics (TACL)

Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring

Heejin Do, Yunsu Kim, Gary Geunbae Lee

Comments Accepted at ACL 2023 (Findings, long paper)

Parameter-Efficient Finetuning for Robust Continual Multilingual Learning

Kartikeya Badola, Shachi Dave, Partha Talukdar

Comments Published at ACL Findings 2023

Cross-functional Analysis of Generalisation in Behavioural Learning

Pedro Henrique Luz de Araujo, Benjamin Roth

Comments 16 pages, 1 figure. To be published in the Transactions of the Association for Computational Linguistics (TACL). This preprint is a pre-MIT Press publication version

Journal ref Transactions of the Association for Computational Linguistics 11, 2023, 1066-1081

Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers

Israt Jahan, Md Tahmid Rahman Laskar, Chun Peng, Jimmy Huang

Comments Accepted by BioNLP@ACL 2023

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning

Amirhossein Abaskohi, Sascha Rothe, Yadollah Yaghoobzadeh

Comments 10 pages, 1 figure, 8 tables, 1 algorithm Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics

Journal ref https://aclanthology.org/2023.acl-short

PruMUX: Augmenting Data Multiplexing with Model Compression

Yushan Su, Vishvak Murahari, Karthik Narasimhan, Kai Li

Comments Published at Findings of the Association for Computational Linguistics (ACL 2023)

NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification

Iyanuoluwa Shode, David Ifeoluwa Adelani, Jing Peng, Anna Feldman

Comments Accepted to ACL 2023 (main conference)

Human-in-the-Loop Schema Induction

Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Brown, Reece Suchocki, Chris Callison-Burch

Comments 10 pages, ACL2023 demo track

A Measure-Theoretic Characterization of Tight Language Models

Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell

Comments 25 pages; ACL 2023 camera ready

MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction

Jing Wang, Aixin Sun, Hao Zhang, Xiaoli Li

Comments Accepted by ACL 2023

Journal ref ACL 2023 long paper

Reducing Sensitivity on Speaker Names for Text Generation from Dialogues

Qi Jia, Haifeng Tang, Kenny Q. Zhu

Comments findings of ACL'23