Papers
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings
Victor Charpenay, Steven Schockaert
Journalism-Guided Agentic In-context Learning for News Stance Detection
Dahyun Lee, Jonghyeon Choi, Jiyoung Han et al.
Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models
Feng He, Chao Zhang, Zhixue Zhao
DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors
Yize Cheng, Wenxiao Wang, Mazda Moayeri et al.
SeMob: Semantic Synthesis for Dynamic Urban Mobility Prediction
Runfei Chen, Shuyang Jiang, Wei Huang
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models
Seorin Kim, Dongyoung Lee, Jaejin Lee
Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages
Ana Sabina Uban, Liviu P Dinu, Ioan-Bogdan Iordache et al.
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
Arkadeep Acharya, Akash Ghosh, Pradeepika Verma et al.
Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants
Jiaxin Li, Geng Zhao, Xiaoci Zhang
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports
Punit Kumar Singh, Nishant Kumar, Akash Ghosh et al.
Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation
Jiayu Yao, Shenghua Liu, Yiwei Wang et al.
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search
Lei Yang, Shaoyang Xu, Jianxiang Peng et al.
Tracing L1 Interference in English Learner Writing: A Longitudinal Corpus with Error Annotations
Poorvi Acharya, J. Elizabeth Liebl, Dhiman Goswami et al.
Controllable Memorization in LLMs via Weight Pruning
Chenjie Ni, Zhepeng Wang, Runxue Bao et al.
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models
Chen Han, Wenzhen Zheng, Xijin Tang
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models
Zsolt T. Kardkovács, Lynda Djennane, Anna Field et al.
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
Meng Lu, Ruochen Zhang, Carsten Eickhoff et al.
Mind the Gap: How BabyLMs Learn Filler-Gap Dependencies
Chi-Yun Chang, Xueyang Huang, Humaira Nasir et al.
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai et al.
Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
Yue Zhang, Tianyi Ma, Zun Wang et al.
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings
Shiyu Li, Yang Tang, Ruijie Liu et al.
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval
Ang Li, Yiquan Wu, Yinghao Hu et al.
Do You Know About My Nation? Investigating Multilingual Language Models’ Cultural Literacy Through Factual Knowledge
Eshaan Tanwar, Anwoy Chatterjee, Michael Saxon et al.
FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
Yu-Chen Lu, Chong-Yan Chen, Chi-Chih Chang et al.