ACL

How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?

Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang

Comments SustaiNLP Workshop@ACL 2023

Privacy-Preserving Domain Adaptation of Semantic Parsers

Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin

Comments ACL 2023

Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization

Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryściński, Chien-Sheng Wu

Comments To appear at ACL 2023

Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars

Songlin Yang, Roger P. Levy, Yoon Kim

Comments ACL 2023

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Comments Accepted at ACL 2022

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories

Shizhe Diao, Tianyang Xu, Ruijia Xu, Jiawei Wang, Tong Zhang

Comments ACL 2023

Modular Visual Question Answering via Code Generation

Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein

Comments ACL 2023

CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models

Potsawee Manakul, Yassir Fathullah, Adian Liusie, Vyas Raina, Vatsal Raina, Mark Gales

Comments BioNLP Workshop @ ACL 2023

Are fairness metric scores enough to assess discrimination biases in machine learning?

Fanny Jourdan, Laurent Risser, Jean-Michel Loubes, Nicholas Asher

Comments Accepted for publication at Third Workshop on Trustworthy Natural Language Processing, ACL 2023

Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes

Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M. Churpek, Majid Afshar

Comments To appear in the Proceedings of the 5th BioNLP Workshop at ACL

Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors

Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua

Comments To appear in ACL 2023 Findings

Dealing with Semantic Underspecification in Multimodal NLP

Sandro Pezzelle

Comments To appear in the Proceedings of ACL 2023 (main conference). 13 pages, 3 figures

Improving Long Context Document-Level Machine Translation

Christian Herold, Hermann Ney

Comments accepted at CODI 2023 (ACL workshop)

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework

Mingqi Gao, Xiaojun Wan, Jia Su, Zhefeng Wang, Baoxing Huai

Comments Accepted to ACL 2023 Main Conference

On Search Strategies for Document-Level Neural Machine Translation

Christian Herold, Hermann Ney

Comments Accepted to ACL 2023 (Findings)

Improving Language Model Integration for Neural Machine Translation

Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney

Comments accepted at ACL2023 (Findings)

DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models

Amr Keleg, Walid Magdy

Comments Accepted to ACL 2023 (Findings)

Do language models have coherent mental models of everyday things?

Yuling Gu, Bhavana Dalvi Mishra, Peter Clark

Comments ACL 2023

Relational Sentence Embedding for Flexible Semantic Matching

Bin Wang, Haizhou Li

Comments RepL4NLP at ACL 2023

A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT

Hadeel Saadany, Constantin Orasan, Emad Mohamed, Ashraf Tantawy

Comments WANLP2022 at EMNLP 2022

Journal ref Association for Computational Linguistics 2022

T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification

Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi

Comments Accepted by the Transactions of the Association for Computational Linguistics (TACL), pre-MIT Press publication version

Actively Supervised Clustering for Open Relation Extraction

Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, Zhongyu Wei, Minlong Peng, Mingming Sun

Comments Accepted by ACL2023

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction

Jun Zhao, Wenyu Zhan, Xin Zhao, Qi Zhang, Tao Gui, Zhongyu Wei, Junzhe Wang, Minlong Peng, Mingming Sun

Comments Accepted by ACL2023

Open Set Relation Extraction via Unknown-Aware Training

Jun Zhao, Xin Zhao, Wenyu Zhan, Qi Zhang, Tao Gui, Zhongyu Wei, Yunwen Chen, Xiang Gao, Xuanjing Huang

Comments Accepted by ACL2023

Expanding Scope: Adapting English Adversarial Attacks to Chinese

Hanyu Liu, Chengyuan Cai, Yanjun Qi

Comments 11 pages; in ACL23 TrustNLP 2023: TrustNLP: Third Workshop on Trustworthy Natural Language Processing Colocated with the Annual Conference of the Association for Computational Linguistics (ACL 2023)

Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation

Taha Aksu, Min-Yen Kan, Nancy F. Chen

Comments Accepted to ACL 2023

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge

Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue

Comments Accepted by ACL 2023. arXiv admin note: substantial text overlap with arXiv:2109.05739 by other authors

Whitening-based Contrastive Learning of Sentence Embeddings

Wenjie Zhuo, Yifan Sun, Xiaohan Wang, Linchao Zhu, Yi Yang

Comments ACL 2023 Main Conference(Oral)

BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews

Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan, Hasan Mahmud, Md Kamrul Hasan

Comments Accepted in Findings of the Association for Computational Linguistics: ACL 2023

A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models

Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schölkopf, Mrinmaya Sachan

Comments ACL 2023. A shorter version of the paper was accepted at the MATH-AI Workshop at NeurIPS 2022. 15 pages, 8 figures