Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia

Samuel Cahyawijaya | Holy Lovenia | Joel Ruben Antony Moniz | Tack Hwa Wong | Mohammad Rifqi Farhansyah | Thant Thiri Maung | Frederikus Hudi | David Anugraha | Muhammad Ravi Shulthan Habibi | Muhammad Reza Qorib | Amit Agarwal | Joseph Marvin Imperial | Hitesh Laxmichand Patel | Vicky Feliren | Bahrul Ilmi Nasution | Manuel Antonio Rufino | Genta Indra Winata | Rian Adam Rajagede | Carlos Rafael Catalan | Mohamed Fazli Mohamed Imam | Priyaranjan Pattnayak | Salsabila Zahirah Pranida | Kevin Pratama | Yeshil Bangera | Adisai Na-Thalang | Patricia Nicole Monderin | Yueqi Song | Christian Simon | Lynnette Hui Xian Ng | Richardy Lobo Sapan | Taki Hasan Rafi | Bin Wang | Supryadi | Kanyakorn Veerakanjana | Piyalitt Ittichaiwong | Matthew Theodore Roque | Karissa Vincentio | Takdanai Kreangphet | Phakphum Artkaew | Kadek Hendrawan Palgunadi | Yanzhi Yu | Rochana Prih Hastuti | William Nixon | Mithil Bangera | Adrian Xuan Wei Lim | Aye Hninn Khine | Hanif Muhammad Zhafran | Teddy Ferdinan | Audra Aurora Izzani | Ayushman Singh | Evan Evan | Jauza Akbar Krito | Michael Anugraha | Fenal Ashokbhai Ilasariya | Haochen Li | John Amadeo Daniswara | Filbert Aurelian Tjiaranata | Eryawan Presma Yulianrifat | Can Udomcharoenchaikit | Fadil Risdian Ansori | Mahardika Krisna Ihsani | Giang Nguyen | Anab Maulana Barik | Dan John Velasco | Rifo Ahmad Genadi | Saptarshi Saha | Chengwei Wei | Isaiah Edri W. Flores | Kenneth Chen Ko Han | Anjela Gail D. Santos | Wan Shen Lim | Kaung Si Phyo | Tim Santos | Meisyarah Dwiastuti | Jiayun Luo | Jan Christian Blaise Cruz | Ming Shan Hee | Ikhlasul Akmal Hanif | M.Alif Al Hakim | Muhammad Rizky Sya’ban | Kun Kerdthaisong | Lester James Validad Miranda | Fajri Koto | Tirana Noor Fatyanosa | Alham Fikri Aji | Jostin Jerico Rosal | Jun Kevin | Robert Wijaya | Onno P. Kampman | Ruochen Zhang | Börje F. Karlsson | Peerat Limkonchotiwat |

WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning

Rajath Rao | Adithya V Ganesan | Oscar Kjell | Jonah Luby | Akshay Raghavan | Scott M. Feltman | Whitney Ringwald | Ryan L. Boyd | Benjamin J. Luft | Camilo J. Ruggero | Neville Ryant | Roman Kotov | H. Schwartz |

Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts

Wenxuan Lu | Jiangyang He | Zhanqiu Zhang | Steven Y. Guo | Tianning Zang |

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos

Tingyu Song | Tongyan Hu | Guo Gan | Yilun Zhao |

Coordinating Chaos: A Structured Review of Linguistic Coordination Methodologies

Benjamin Roger Litterer | David Jurgens | Dallas Card |

Call for Rigor in Reporting Quality of Instruction Tuning Data

Hyeonseok Moon | Jaehyung Seo | Heuiseok Lim |

PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free

Hao Li | Xiaogeng Liu | Ning Zhang | Chaowei Xiao |

ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent

Shangjian Yin | Peijie Huang | JiaTian Chen | Haojing Huang | Yuhong Xu |

M-RewardBench: Evaluating Reward Models in Multilingual Settings

Srishti Gureja | Lester James Validad Miranda | Shayekh Bin Islam | Rishabh Maheshwary | Drishti Sharma | Gusti Triandi Winata | Nathan Lambert | Sebastian Ruder | Sara Hooker | Marzieh Fadaee |

Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference

Thanh Le-Cong | Bach Le | Toby Murray |

LangSAMP: Language-Script Aware Multilingual Pretraining

Yihong Liu | Haotian Ye | Chunlan Ma | Mingyang Wang | Hinrich Schuetze |

Pixel-Level Reasoning Segmentation via Multi-turn Conversations

Dexian Cai | Xiaocui Yang | YongKang Liu | Daling Wang | Shi Feng | Yifei Zhang | Soujanya Poria |

Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs

Angelina Wang | Michelle Phan | Daniel E. Ho | Sanmi Koyejo |

AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting

Guo Tang | Zheng Chu | Wenxiang Zheng | Junjia Xiang | Yizhuo Li | Weihao Zhang | Ming Liu | Bing Qin |

Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation

Peiwen Yuan | Yueqi Zhang | Shaoxiong Feng | Yiwei Li | Xinglin Wang | Jiayi Shi | Chuyi Tan | Boyuan Pan | Yao Hu | Kan Li |