ACL

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks

Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan Sharma, Wei-Lun Wu, Hung-Yi Lee, Karen Livescu, Shinji Watanabe

Comments accepted in ACL 2023 (long paper)

Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking

Björn Bebensee, Haejun Lee

Comments Accepted to ACL 2023

WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings

Zijie J. Wang, Fred Hohman, Duen Horng Chau

Comments 8 pages, 8 figures, Accepted to ACL 2023. For a demo video, see https://youtu.be/8fJG87QVceQ. For a live demo, see https://poloclub.github.io/wizmap. Code is available at https://github.com/poloclub/wizmap

Learning by Analogy: Diverse Questions Generation in Math Word Problem

Zihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang, Xiaowei Huang, Kaizhu Huang

Comments ACL2023 Findings

Rethinking Document-Level Relation Extraction: A Reality Check

Jing Li, Yequan Wang, Shuai Zhang, Min Zhang

Comments Findings of ACL 2023

Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models

Qinhong Zhou, Zonghan Yang, Peng Li, Yang Liu

Comments Accepted by ACL2023 main conference

Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank

Nischal Ashok Kumar, Nigel Fernandez, Zichao Wang, Andrew Lan

Comments Oral presentation at ACL BEA workshop 2023. Code available at: https://github.com/umass-ml4ed/question-gen-aug-ranking

Pragmatic Inference with a CLIP Listener for Contrastive Captioning

Jiefu Ou, Benno Krojer, Daniel Fried

Comments Findings of ACL 2023, fixed some references

Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models

Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky, Wael Hamza

Comments ACL Findings 2023 and SustaiNLP Workshop 2023

When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants

Anuj Diwan, Eunsol Choi, David Harwath

Comments 10 pages, 6 pages. Accepted to ACL 2023

DiffuDetox: A Mixed Diffusion Model for Text Detoxification

Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader, Manasa Bharadwaj, Scott Sanner

Comments 7 pages, 1 figure, ACL findings 2023

Building a Corpus for Biomedical Relation Extraction of Species Mentions

Oumaima El Khettari, Solen Quiniou, Samuel Chaffron

Comments Accepted in BioNLP@ACL 2023

LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming

Jingsheng Gao, Yixin Lian, Ziyi Zhou, Yuzhuo Fu, Baoyuan Wang

Comments ACL 2023 Main Conference

Multi-target Backdoor Attacks for Code Pre-trained Models

Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang, Yang Liu

Comments ACL 2023 main conference

FLamE: Few-shot Learning from Natural Language Explanations

Yangqiaoyu Zhou, Yiming Zhang, Chenhao Tan

Comments Accepted at ACL 2023 main conference

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation

Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen

Comments Accepted at Findings of ACL 2023

MidMed: Towards Mixed-Type Dialogues for Medical Consultation

Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang

Comments Accepted by ACL 2023 main conference. The first two authors contributed equally to this work

Learning to Imagine: Visually-Augmented Natural Language Generation

Tianyi Tang, Yushuo Chen, Yifan Du, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted by ACL 2023

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks

Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King, Philip S. Yu

Comments Accepted to ACL 2023 (Findings), Long Paper, 12 pages

Journal ref ACL 2023

WebIE: Faithful and Robust Information Extraction on the Web

Chenxi Whitehouse, Clara Vania, Alham Fikri Aji, Christos Christodoulopoulos, Andrea Pierleoni

Comments ACL 2023 Main Conference

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models

Philipp Wicke

Comments ACL 2023 Findings

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Shafiq Joty, Boyang Li, Lidong Bing

Comments Accepted by ACL 2023

DOC: Improving Long Story Coherence With Detailed Outline Control

Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian

Comments ACL 2023

Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation

Xiaohang Tang, Yi Zhou, Danushka Bollegala

Comments Accepted to ACL 2023

PLAtE: A Large-scale Dataset for List Page Web Extraction

Aidan San, Yuan Zhuang, Jan Bakus, Colin Lockard, David Ciemiewicz, Sandeep Atluri, Yangfeng Ji, Kevin Small, Heba Elfardy

Comments Accepted to ACL Industry Track 2023

Tokenization with Factorized Subword Encoding

David Samuel, Lilja Øvrelid

Comments Findings of ACL 2023

Is Anisotropy Inherent to Transformers?

Nathan Godey, Éric de la Clergerie, Benoît Sagot

Comments ACL-SRW 2023 (Poster)

Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation

Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu

Comments ACL 2023 Main Conference

Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning

Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher

Comments This paper is accepted by ACL-Findings 2023

The economic trade-offs of large language models: A case study

Kristen Howell, Gwen Christian, Pavel Fomitchov, Gitit Kehat, Julianne Marzulla, Leanne Rolston, Jadin Tredup, Ilana Zimmerman, Ethan Selfridge, Joseph Bradley

Comments Paper to be published at the Association for Computational Linguistics in the Industry Track 2023