ACL

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access

Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West

Comments Accepted to ACL 2024 Oral

MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models

Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts, Sunayana Sitaram

Comments 46 pages, 23 figures, 45 tables. Accepted in ACL 2024 findings

Active Prompting with Chain-of-Thought for Large Language Models

Shizhe Diao, Pengcheng Wang, Yong Lin, Rui Pan, Xiang Liu, Tong Zhang

Comments Published in ACL 2024

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation

Yulin Xu, Zhen Yang, Fandong Meng, JieZhou

Comments Accepted as a long paper at ACL 2022

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts

Xuan-Phi Nguyen, Sharifah Mahani Aljunied, Shafiq Joty, Lidong Bing

Comments ACL 2024 Main Conference

CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units

Yeeun Kang

Comments Accepted to ACL 2024 Student Research Workshop (ACL-SRW 2024)

Prompted Aspect Key Point Analysis for Quantitative Review Summarization

An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh, Erik Cambria

Comments Accepted by ACL 2024 Main Conference

Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers

Tuo Zhang, Jinyue Yuan, Salman Avestimehr

Journal ref ACL Findings 2024

StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion

Zhichao Wang, Yuanzhe Chen, Xinsheng Wang, Lei Xie, Yuping Wang

Comments Accepted by ACL2024 (Main)

ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection

Janek Herrlein, Chia-Chien Hung, Goran Glavaš

Comments ACL 2024 Student Research Workshop

Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems

Daniel Platnick, Bishoy Abdelnour, Eamon Earl, Rahul Kumar, Zahra Rezaei, Thomas Tsangaris, Faraj Lagum

Comments Accepted to the ACL PrivateNLP 2024 Workshop, 7 pages, 2 figures

AlcLaM: Arabic Dialectal Language Model

Murtadha Ahmed, Saghir Alfasly, Bo Wen, Jamaal Qasem, Mohammed Ahmed, Yunfeng Liu

Comments Accepted by ArabicNLP 2024, presented in ACL 2024

Turkish Delights: a Dataset on Turkish Euphemisms

Hasan Can Biyik, Patrick Lee, Anna Feldman

Comments In Proceedings of The First SIGTURK workshop co-located with ACL 2024: https://sigturk.github.io/workshop/

Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment

Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi

Comments ACL 2024 Main

BinaryAlign: Word Alignment as Binary Sequence Labeling

Gaetan Lopez Latouche, Marc-André Carbonneau, Ben Swanson

Comments Accepted to ACL 2024

MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production

Jian Ma, Wenguan Wang, Yi Yang, Feng Zheng

Comments Accepted to ACL 2024 Findings; Project Page: https://hechang25.github.io/MS2SL

$\textit{GeoHard}$: Towards Measuring Class-wise Hardness through Modelling Class Semantics

Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl

Comments Findings of ACL 2024

Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts

Lauren Levine, Cindy Tung Li, Lydia Bremer-McCollum, Nicholas Wagner, Amir Zeldes

Comments Machine Learning for Ancient Languages, ACL 2024 Workshop, 15 August 2024

Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing

Shafiuddin Rehan Ahmed, Zhiyong Eric Wang, George Arthur Baker, Kevin Stowe, James H. Martin

Comments Short Paper, ACL 2024

EmoBench: Evaluating the Emotional Intelligence of Large Language Models

Sahand Sabour, Siyang Liu, Zheyuan Zhang, June M. Liu, Jinfeng Zhou, Alvionna S. Sunaryo, Juanzi Li, Tatia M. C. Lee, Rada Mihalcea, Minlie Huang

Comments ACL 2024 Main Conference

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour

Comments Accepted at ACL 2024 - Proceedings of the 62st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Journal ref Proceedings of the 62st Annual Meeting of the Association for Computational Linguistics - Volume 1: Long Papers (ACL 2024)

MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning

Chengpeng Li, Zheng Yuan, Hongyi Yuan, Guanting Dong, Keming Lu, Jiancan Wu, Chuanqi Tan, Xiang Wang, Chang Zhou

Comments Accepted to ACL 2024 Main Conference

Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation

Songming Zhang, Yunlong Liang, Shuaibo Wang, Wenjuan Han, Jian Liu, Jinan Xu, Yufeng Chen

Comments 16 pages, 5 figures; accepted by the main conference of ACL2023

The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents

Xing Han Lu, Siva Reddy, Harm de Vries

Comments Accepted at EACL 2023

Journal ref Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. (2023) 2799-2829

Revisiting Relation Extraction in the era of Large Language Models

Somin Wadhwa, Silvio Amir, Byron C. Wallace

Comments Accepted to ACL 2023

Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach

Sojung Lucia Kim, Taehong Jang, Joonmo Ahn

Comments ACL2024 submitted

ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences

Yuanhe Tian, Ruyi Gan, Yan Song, Jiaxing Zhang, Yongdong Zhang

Comments 18 pages, 3 figures; Accepted by ACL-2024

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research

Mohamed Abdalla, Jan Philip Wahle, Terry Ruas, Aurélie Névéol, Fanny Ducel, Saif M. Mohammad, Karën Fort

Comments Published at ACL 2023

Journal ref ACL 2023

Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection

Barah Fazili, Ashish Sunil Agrawal, Preethi Jyothi

Comments Accepted in Findings of ACL 2024

Learning to Generate Answers with Citations via Factual Consistency Models

Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis

Comments Accepted to ACL 2024. Code is available at https://github.com/amazon-science/learning-to-generate-answers-with-citations