ACL

CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation

Yan Zhou, Qingkai Fang, Yang Feng

Comments ACL 2023 main conference

Automatic Readability Assessment for Closely Related Languages

Joseph Marvin Imperial, Ekaterina Kochmar

Comments Camera-ready version for ACL 2023

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination

Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua

Comments ACL 2023

Prefix Propagation: Parameter-Efficient Tuning for Long Sequences

Jonathan Li, Will Aitken, Rohan Bhambhoria, Xiaodan Zhu

Comments ACL 2023 Main Conference

Generating Visual Spatial Description via Holistic 3D Scene Understanding

Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua

Comments ACL 2023

Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling

Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua

Comments ACL 2023

Zero-Shot Text Classification via Self-Supervised Tuning

Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip Hong Chang, Lidong Bing

Comments Accepted to the Findings of ACL 2023

From chocolate bunny to chocolate crocodile: Do Language Models Understand Noun Compounds?

Jordan Coil, Vered Shwartz

Comments Findings of ACL 2023

Pay More Attention to Relation Exploration for Knowledge Base Question Answering

Yong Cao, Xianzhi Li, Huiwen Liu, Wen Dai, Shuai Chen, Bin Wang, Min Chen, Daniel Hershcovich

Comments ACL 2023 Findings

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Comments ACL 2023

HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation

Hamish Ivison, Akshita Bhagia, Yizhong Wang, Hannaneh Hajishirzi, Matthew Peters

Comments ACL 2023

The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges

Genta Indra Winata, Alham Fikri Aji, Zheng-Xin Yong, Thamar Solorio

Comments ACL 2023 Findings

Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi

Comments Findings of ACL 2023

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations

Chi Han, Hengzhi Pei, Xinya Du, Heng Ji

Comments 9 pages, 8 figures. Accepted in the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023) Findings

Code4Struct: Code Generation for Few-Shot Event Structure Prediction

Xingyao Wang, Sha Li, Heng Ji

Comments ACL 2023

Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding

Erica K. Shimomoto, Edison Marrese-Taylor, Hiroya Takamura, Ichiro Kobayashi, Hideki Nakayama, Yusuke Miyao

Comments Accepted for Findings of ACL2023

Learning Better Masking for Better Language Model Pre-training

Dongjie Yang, Zhuosheng Zhang, Hai Zhao

Comments Accepted at ACL 2023; camera-ready version

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval

Sheng-Chieh Lin, Minghan Li, Jimmy Lin

Comments Published in Transactions of the Association for Computational Linguistics

Contrastive Learning of Sociopragmatic Meaning in Social Media

Chiyu Zhang, Muhammad Abdul-Mageed, Ganesh Jawahar

Comments Final camera-ready version for ACL2023

pNLP-Mixer: an Efficient all-MLP Architecture for Language

Francesco Fusco, Damian Pascual, Peter Staar, Diego Antognini

Comments Accepted at ACL 2023 (industry). 8 pages, 2 figures, 4 tables

Overestimation of Syntactic Representationin Neural Language Models

Jordan Kodner, Nitish Gupta

Comments Accepted for publication at ACL 2020

Journal ref https://aclanthology.org/2020.acl-main.160

AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation

Rongjie Huang, Huadai Liu, Xize Cheng, Yi Ren, Linjun Li, Zhenhui Ye, Jinzheng He, Lichao Zhang, Jinglin Liu, Xiang Yin, Zhou Zhao

Comments Accepted to ACL 2023

Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering

Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan

Comments Accepted at ACL 2023; camera-ready version

Context-Aware Transformer Pre-Training for Answer Sentence Selection

Luca Di Liello, Siddhant Garg, Alessandro Moschitti

Comments Accepted at ACL 2023

Learning Answer Generation using Supervision from Automatic Question Answering Evaluators

Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti

Comments Accepted at ACL 2023

Self-Evolution Learning for Discriminative Language Model Pretraining

Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao

Comments Accepted to Findings of ACL2023

Revisiting Token Dropping Strategy in Efficient BERT Pretraining

Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao

Comments Accepted to ACL2023 Main Conference

Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning

Zhen-Ru Zhang, Chuanqi Tan, Haiyang Xu, Chengyu Wang, Jun Huang, Songfang Huang

Comments Accepted to ACL 2023 (Main conference)

SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation

Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori, Ichiro Sakata

Comments ACL findings 2023 (to be appeared). arXiv admin note: text overlap with arXiv:1810.04020 by other authors

Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?

Chenming Tang, Xiuyu Wu, Yunfang Wu

Comments 7 pages, 1 figure. Accepted by ACL 2023 (main conference, short paper)