ACL

Exploring Domain Robust Lightweight Reward Models based on Router Mechanism

Hyuk Namgoong, Jeesu Jung, Sangkeun Jung, Yoonhyung Roh

Comments This paper is accepted for ACL 2024

The #Somos600M Project: Generating NLP resources that represent the diversity of the languages from LATAM, the Caribbean, and Spain

María Grandury

Comments 16 pages and 10 figures in total, includes English and Spanish version, to be published in proceedings North American Chapter of the Association for Computational Linguistics Conference: LatinX in AI (LXAI) Research Workshop, Mexico City, Mexico, June 2024

Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach

Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon

Comments ACL 2024 Oral

Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation

Joe Stacey, Marek Rei

Comments Accepted at ACL Findings 2024

AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game

Yizhou Chi, Lingjun Mao, Zineng Tang

Comments Wordplay @ ACL 2024

WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language

Federico Tavella, Viktor Schlegel, Marta Romeo, Aphrodite Galata, Angelo Cangelosi

Comments Accepted at ACL 2022 main conference

Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models

Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li

Comments Accepted by ACL(Findings) 2024

RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models

Jianhao Yan, Yun Luo, Yue Zhang

Comments ACL 2024 final version

Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning

Pin-Jie Lin, Miaoran Zhang, Marius Mosbach, Dietrich Klakow

Comments Accepted to ACL SRW 2024

Structural Optimization Ambiguity and Simplicity Bias in Unsupervised Neural Grammar Induction

Jinwook Park, Kangil Kim

Comments Accepted in ACL2024 Findings, 16 pages, 10 figures

Progressively Modality Freezing for Multi-Modal Entity Alignment

Yani Huang, Xuefeng Zhang, Richong Zhang, Junfan Chen, Jaein Kim

Comments 13pages, 8 figures, Accepted by ACL2024

CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support

Chao-Chun Hsu, Erin Bransom, Jenna Sparks, Bailey Kuehl, Chenhao Tan, David Wadden, Lucy Lu Wang, Aakanksha Naik

Comments 2024 ACL Findings

KaPQA: Knowledge-Augmented Product Question-Answering

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

Comments Accepted at the ACL 2024 Workshop on Knowledge Augmented Methods for NLP

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models

Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun

Comments CIKM 2024 / ACL 2024 Workshop on Languages and Molecule

Time Sensitive Knowledge Editing through Efficient Finetuning

Xiou Ge, Ali Mousavi, Edouard Grave, Armand Joulin, Kun Qian, Benjamin Han, Mostafa Arefiyan, Yunyao Li

Comments ACL 2024 main

Learning to Plan and Generate Text with Citations

Constanza Fierro, Reinald Kim Amplayo, Fantine Huot, Nicola De Cao, Joshua Maynez, Shashi Narayan, Mirella Lapata

Comments Accepted at ACL 2024

SyllabusQA: A Course Logistics Question Answering Dataset

Nigel Fernandez, Alexander Scarlatos, Andrew Lan

Comments ACL 2024: The 62nd Annual Meeting of the Association for Computational Linguistics

Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection

Min Zhang, Jianfeng He, Taoran Ji, Chang-Tien Lu

Comments ACL 2024 Main Conference

Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation

Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu

Comments ACL 2024 SRW

UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models

Mengxian Lyu, Cheng Peng, Daniel Paredes, Ziyi Chen, Aokun Chen, Jiang Bian, Yonghui Wu

Comments BIONLP 2024 and Shared Tasks @ ACL 2024

Journal ref BIONLP 2024 and Shared Tasks @ ACL 2024

A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech

Gaurav Verma, Rynaa Grover, Jiawei Zhou, Binny Mathew, Jordan Kraemer, Munmun De Choudhury, Srijan Kumar

Comments Accepted to ACL 2024 Main

FineSurE: Fine-grained Summarization Evaluation using LLMs

Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour

Comments Accepted at ACL 2024 (main, long)

Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming

Phoebe J. Wang, Max Kreminski

Comments Accepted to Wordplay @ ACL 2024

BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets

Manav Chaudhary, Harshit Gupta, Vasudeva Varma

Comments Accepted at SMM4H, colocated at ACL 2024

Towards Better Question Generation in QA-based Event Extraction

Zijin Hong, Jian Liu

Comments Accepted to ACL2024 Findings

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction

Henry Peng Zou, Vinay Samuel, Yue Zhou, Weizhi Zhang, Liancheng Fang, Zihe Song, Philip S. Yu, Cornelia Caragea

Comments Accepted by ACL 2024 (Findings) - Scores: Soundness - 4/4/4, Dataset - 4/4/4, Overall Assessment - 4/3.5/3.5, Meta - 4

UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs

Chaoqun He, Renjie Luo, Shengding Hu, Yuanqian Zhao, Jie Zhou, Hanghao Wu, Jiajie Zhang, Xu Han, Zhiyuan Liu, Maosong Sun

Comments Accepted by ACL 2024 System Demostration Track, update

Beyond Memorization: The Challenge of Random Memory Access in Language Models

Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan, Min Lin

Comments 9 pages, 4 figures; accepted by ACL 2024 (oral)

Meta-Task Prompting Elicits Embeddings from Large Language Models

Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates

Comments ACL 2024

Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space

Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar

Comments Accepted at ACL 2024 (Main, Short)