ACL 2024

2,718 papers

InstructCoder: Instruction Tuning Large Language Models for Code Editing

Kaixin Li, Qisheng Hu, James Xu Zhao, Hui Chen, Yuxi Xie

Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases

Xiang Zhang, Khatoon Khedri, Reza Rawassizadeh

Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai

Parinthapat Pengpun, Can Udomcharoenchaikit, Weerayut Buaphet, Peerat Limkonchotiwat

In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery

Matteo Merler, Katsiaryna Haitsiukevich, Nicola Dainese, Pekka Marttinen

CheckersGPT: Learning World Models through Language Modeling

Abhinav Joshi, Vaibhav Sharma, Ashutosh Modi

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks

Dharunish Yugeswardeenoo, Kevin Zhu, Sean O’Brien

Curriculum Learning for Small Code Language Models

Marwa Naïr, Kamel Yamani, Lynda Lhadj, Riyadh Baghdadi

Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples

Soma Sato, Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda

Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation

James O’Doherty, Cian Nolan, Yufang Hou, Anya Belz

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

Yeeun Kang

Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness

Manas Madine, Rohan Pandey, Vara Prasad Gudi, Priya Yarrabolu

Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach

Vipasha Bansal

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges

Vinay Samuel, Houda Aynaou, Arijit Chowdhury, Karthik Venkat Ramanan, Aman Chadha

Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition

Tyler McDonald, Ali Emami

Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity

Sophie Wu, Anita Zheng, Joey Chuang

Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries

Jolie Zhou, Camille Cole, Annie Chen

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

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

ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model

Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh

Compromesso! Italian Many-Shot Jailbreaks undermine the safety of Large Language Models

Fabio Pernisi, Dirk Hovy, Paul Röttger

On Improving Repository-Level Code QA for Large Language Models

Jan Strich, Florian Schneider, Irina Nikishina, Chris Biemann

A Computational Analysis and Exploration of Linguistic Borrowings in French Rap Lyrics

Lucas Zurbuchen, Rob Voigt

Action Inference for Destination Prediction in Vision-and-Language Navigation

Anirudh Kondapally, Kentaro Yamada, Hitomi Yanaka

Does the structure of textual content have an impact on language models for automatic summarization?

Eve Sauvage, Sabrina Campano, Lydia Ouali, Cyril Grouin

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

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

Knowledge Editing of Large Language Models Unconstrained by Word Order

Ryoma Ishigaki, Jundai Suzuki, Masaki Shuzo, Eisaku Maeda

Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data

Julian Schelb, Roberto Ulloa, Andreas Spitz

Narratives at Conflict: Computational Analysis of News Framing in Multilingual Disinformation Campaigns

Antonina Sinelnik, Dirk Hovy

Vector Spaces for Quantifying Disparity of Multiword Expressions in Annotated Text

Louis Estève, Agata Savary, Thomas Lavergne

Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages

Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul

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

Janek Herrlein, Chia-Chien Hung, Goran Glavaš

Automating Qualitative Data Analysis with Large Language Models

Angelina Parfenova, Alexander Denzler, Jörgen Pfeffer

Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke

Julia Mainzinger, Gina-Anne Levow

Demystifying Instruction Mixing for Fine-tuning Large Language Models

Renxi Wang, Haonan Li, Minghao Wu, Yuxia Wang, Xudong Han

ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering

Sidhaarth Murali, Sowmya S., Supreetha R

Document Alignment based on Overlapping Fixed-Length Segments

Xiaotian Wang, Takehito Utsuro, Masaaki Nagata

BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization

Ahmed Allam

Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer

Yongqi Wang, Bai Jionghao, Rongjie Huang, Ruiqi Li, Zhiqing Hong

Topic Modeling for Short Texts with Large Language Models

Tomoki Doi, Masaru Isonuma, Hitomi Yanaka

Pragmatic inference of scalar implicature by LLMs

Ye-eun Cho, Seong mook Kim

Feriji: A French-Zarma Parallel Corpus, Glossary & Translator

Mamadou Keita, Elysabhete Ibrahim, Habibatou Alfari, Christopher Homan

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Yaowei Zheng, Richong Zhang, Junhao Zhang, Yanhan Ye, Zheyan Luo

LLMBox: A Comprehensive Library for Large Language Models

Tianyi Tang, Hu Yiwen, Bingqian Li, Wenyang Luo, ZiJing Qin

ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice

Yutong Hu, Kangcheng Luo, Yansong Feng

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph

Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery

Oskar Wysocki, Magdalena Wysocka, Danilo S. Carvalho, Alex Bogatu, Danilo Gusicuma

Variationist: Exploring Multifaceted Variation and Bias in Written Language Data

Alan Ramponi, Camilla Casula, Stefano Menini

LEGENT: Open Platform for Embodied Agents

Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu

ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps

Jiahe Song, Hongxin Ding, Zhiyuan Wang, Yongxin Xu, Yasha Wang

CharPoet: A Chinese Classical Poetry Generation System Based on Token-free LLM

Chengyue Yu, Lei Zang, Jiaotuan Wang, Chenyi Zhuang, Jinjie GU

Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions

Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik

SeaLLMs - Large Language Models for Southeast Asia

Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu

Proofread: Fixes All Errors with One Tap

Renjie Liu, Yanxiang Zhang, Yun Zhu, Haicheng Sun, Yuanbo Zhang

string2string: A Modern Python Library for String-to-String Algorithms

Mirac Suzgun, Stuart Shieber, Dan Jurafsky

VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning

Cheng Niu, Yang Guan, Yuanhao Wu, Juno Zhu, Juntong Song

PyFoma: a Python finite-state compiler module

Mans Hulden, Michael Ginn, Miikka Silfverberg, Michael Hammond

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

Chaoqun He, Renjie Luo, Shengding Hu, Ranchi Zhao, Jie Zhou

DocPilot: Copilot for Automating PDF Edit Workflows in Documents

Puneet Mathur, Alexa Siu, Varun Manjunatha, Tong Sun

LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models

Abhishek Arora, Melissa Dell

AutoRE: Document-Level Relation Extraction with Large Language Models

Lilong Xue, Dan Zhang, Yuxiao Dong, Jie Tang

OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety

Chuang Liu, Linhao Yu, Jiaxuan Li, Renren Jin, Yufei Huang

DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information

Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He

IMGTB: A Framework for Machine-Generated Text Detection Benchmarking

Michal Spiegel, Dominik Macko

LinguaLinked: Distributed Large Language Model Inference on Mobile Devices

Junchen Zhao, Yurun Song, Simeng Liu, Ian G. Harris, Sangeetha Abdu Jyothi

JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning

Anique Tahir, Lu Cheng, Huan Liu

LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems

Xiao Yu, Yunan Lu, Zhou Yu

NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing

Tim Schopf, Florian Matthes

GenGO: ACL Paper Explorer with Semantic Features

Sotaro Takeshita, Simone Ponzetto, Kai Eckert

BotEval: Facilitating Interactive Human Evaluation

Hyundong Cho, Thamme Gowda, Yuyang Huang, Zixun Lu, Tianli Tong

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao

OpenWebAgent: An Open Toolkit to Enable Web Agents on Large Language Models

Iat Long Iong, Xiao Liu, Yuxuan Chen, Hanyu Lai, Shuntian Yao

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot

Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu

LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models

Igor Tufanov, Karen Hambardzumyan, Javier Ferrando, Elena Voita

Wordflow: Social Prompt Engineering for Large Language Models

Zijie Wang, Aishwarya Chakravarthy, David Munechika, Duen Horng Chau

Towards the TopMost: A Topic Modeling System Toolkit

Xiaobao Wu, Fengjun Pan, Anh Tuan Luu

XNLP: An Interactive Demonstration System for Universal Structured NLP

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

OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios

Ziqi Yuan, Baozheng Zhang, Hua Xu, Zhiyun Liang, Kai Gao

PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud

Chengyu Wang, Zhongjie Duan, Bingyan Liu, Xinyi Zou, Cen Chen

Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models

Anna Bavaresco, Alberto Testoni, Raquel Fernández

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

Zachary Horvitz, Jingru Chen, Rahul Aditya, Harshvardhan Srivastava, Robert West

SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes

Mukul Bhutani, Kevin Robinson, Vinodkumar Prabhakaran, Shachi Dave, Sunipa Dev

What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects

Verena Blaschke, Christoph Purschke, Hinrich Schuetze, Barbara Plank

Greed is All You Need: An Evaluation of Tokenizer Inference Methods

Omri Uzan, Craig W. Schmidt, Chris Tanner, Yuval Pinter

Cleaner Pretraining Corpus Curation with Neural Web Scraping

Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Ge Yu

Linear-time Minimum Bayes Risk Decoding with Reference Aggregation

Jannis Vamvas, Rico Sennrich

Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic Datasets

Amr Keleg, Walid Magdy, Sharon Goldwater

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin

Self-Augmented In-Context Learning for Unsupervised Word Translation

Yaoyiran Li, Anna Korhonen, Ivan Vulić

On the Hallucination in Simultaneous Machine Translation

Meizhi Zhong, Kehai Chen, Zhengshan Xue, Lemao Liu, Mingming Yang

Towards Artwork Explanation in Large-scale Vision Language Models

Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms

Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang

Annotating FrameNet via Structure-Conditioned Language Generation

Xinyue Cui, Swabha Swayamdipta

Aligning Large Language Models via Fine-grained Supervision

Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do

Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition

Hyeonseok Kang, Hyein Seo, Jeesu Jung, Sangkeun Jung, Du-Seong Chang

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

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages

Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep, Jimmy Lin

How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?

Anushka Singh, Ananya Sai, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan

Consistency Training by Synthetic Question Generation for Conversational Question Answering

Hamed Hematian Hemati, Hamid Beigy

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios

Bin Sun, Jianfeng Li, Hao Zhou, Fandong Meng, Kan Li

Paraphrasing in Affirmative Terms Improves Negation Understanding

MohammadHossein Rezaei, Eduardo Blanco