ACL

Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models

Zhong Zhang, Bang Liu, Junming Shao

Comments ACL 2023 (main conference, long paper)

Hexatagging: Projective Dependency Parsing as Tagging

Afra Amini, Tianyu Liu, Ryan Cotterell

Comments accepted at ACL 2023

Forgotten Knowledge: Examining the Citational Amnesia in NLP

Janvijay Singh, Mukund Rungta, Diyi Yang, Saif M. Mohammad

Comments ACL 2023 Main Conference

Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems

Sarah E. Finch, James D. Finch, Jinho D. Choi

Comments Accepted to ACL 2023; first two authors contributed equally

Does Transliteration Help Multilingual Language Modeling?

Ibraheem Muhammad Moosa, Mahmud Elahi Akhter, Ashfia Binte Habib

Comments In Findings of the Association for Computational Linguistics: EACL 2023

f-Divergence Minimization for Sequence-Level Knowledge Distillation

Yuqiao Wen, Zichao Li, Wenyu Du, Lili Mou

Comments Accepted by ACL 2023

Derivative Free Weight-space Ensembling

Dean Ninalga

Comments For consideration at the 5th Workshop on NLP for Conversational AI (co-located with ACL 2023)

Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models

Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe

Comments Accepted at ACL 2023

Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction

Gabriele Picco, Marcos Martínez Galindo, Alberto Purpura, Leopold Fuchs, Vanessa López, Hoang Thanh Lam

Comments Accepted at ACL 2023

Journal ref Association for Computational Linguistics. 3 (2023) 357-368

Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis

Mario Giulianelli, Iris Luden, Raquel Fernandez, Andrey Kutuzov

Comments ACL 2023

Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection

Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen

Comments ACL 2023 Main Conference

Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models

Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi, Radames Cruz Moreno, Hamed Khanpour

Journal ref ACL 2023

MGR: Multi-generator Based Rationalization

Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Xinyang Li, Yuankai Zhang, Yang Qiu

Comments ACL 2023, oral presentation. Fixed some typos and clarified some implementation details. arXiv admin note: text overlap with arXiv:2209.08285

Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information

Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu

Comments ACL 2023, https://aclanthology.org/2023.acl-long.88

Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER

Ruotian Ma, Xuanting Chen, Lin Zhang, Xin Zhou, Junzhe Wang, Tao Gui, Qi Zhang, Xiang Gao, Yunwen Chen

Comments Accepted by ACL 2023

DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce

Ipsita Mohanty

Comments In Proceedings of the Fifth Workshop on e-Commerce and NLP ECNLP 5 2022 Pages 1-7

Journal ref mohanty-2022-deftri, Association for Computational Linguistics

Making Pre-trained Language Models both Task-solvers and Self-calibrators

Yangyi Chen, Xingyao Wang, Heng Ji

Comments Accepted to Findings of ACL 2023

TREA: Tree-Structure Reasoning Schema for Conversational Recommendation

Wendi Li, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Ye Yuan, Wenfeng Xie, Dangyang Chen

Comments Accepted by ACL2023 main conference

Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data

Akshat Gupta, Xiaomo Liu, Sameena Shah

Comments Accepted at WASSA at ACL 2023

Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning

Tharindu Cyril Weerasooriya, Sarah Luger, Saloni Poddar, Ashiqur R. KhudaBukhsh, Christopher M. Homan

Comments Accepted for Publication at ACL 2023

Class-Incremental Learning based on Label Generation

Yijia Shao, Yiduo Guo, Dongyan Zhao, Bing Liu

Comments 12 pages, ACL 2023 Main Conference

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models

Dave Van Veen, Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin, Wah Chiu, Jean-Benoit Delbrouck, Juan Manuel Zambrano Chaves, Curtis P. Langlotz, Akshay S. Chaudhari, John Pauly

Comments 12 pages, 10 figures. Published in ACL BioNLP. Compared to v1, v2 includes minor edits and one additional figure in the appendix. Compared to v2, v3 includes a link to the project's GitHub repository

RaTE: a Reproducible automatic Taxonomy Evaluation by Filling the Gap

Tianjian Gao, Phillipe Langlais

Comments 15th International Conference on Computational Semantics (IWCS), Association for Computational Linguistics (ACL)

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers

Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi

Comments 12 pages, 2 figures

Journal ref Findings of the Association for Computational Linguistics: ACL 2023 (2023) 1469-1482

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation

Fei Yuan, Yinquan Lu, WenHao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu

Comments ACL 2023 Findings

Can In-context Learners Learn a Reasoning Concept from Demonstrations?

Michal Štefánik, Marek Kadlčík

Comments Awarded Best Paper at ACL 2023 Natural Language Reasoning and Structured Explanations (NLRSE) workshop

Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models

Pranav Narayanan Venkit, Mukund Srinath, Shomir Wilson

Comments TrustNLP at ACL 2023

Journal ref Proceedings at The Third Workshop on Trustworthy Natural Language Processing collocated at the 61st Annual Meeting Of The Association For Computational Linguistics. 2023

Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach

Nidhi Vakil, Hadi Amiri

Comments ACL 2023

Journal ref https://aclanthology.org/2023.acl-long.389/

GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding

Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Cong Liu, Guoping Hu

Comments Accepted by ACL 2023. arXiv admin note: substantial text overlap with arXiv:2106.01541

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim

Comments ACL 2023 Main Conference (Honorable Mention)