IJCNLP 2025

426 papers

MossNet: Mixture of State-Space Experts is a Multi-Head Attention

Shikhar Tuli, James Seale Smith, Haris Jeelani, Chi-Heng Lin, Abhishek Patel

ASAudio: A Survey of Advanced Spatial Audio Research

Zhiyuan Zhu, Yu Zhang, Wenxiang Guo, Changhao Pan, Zhou Zhao

Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches

Changhao Pan, Dongyu Yao, Yu Zhang, Wenxiang Guo, Jingyu Lu

An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving

Yerim Han, Hyein Seo, Hyuk Namgoong, Sangkeun Jung

Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages

Oluwadara Kalejaiye, Luel Hagos Beyene, David Ifeoluwa Adelani, Mmekut-mfon Gabriel Edet, Aniefon Daniel Akpan

A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models

Adam M. Morgan, Adeen Flinker

Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models

Zahraa Al Sahili, Ioannis Patras, Matthew Purver

Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning

Li Yang, Anushya Subbiah, Hardik Patel, Judith Yue Li, Yanwei Song

Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge

Lin Shi, Chiyu Ma, Wenhua Liang, Xingjian Diao, Weicheng Ma

Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

Kai Yan, Yufei Xu, Zhengyin Du, Xuesong Yao, Zheyu Wang

Generating Text from Uniform Meaning Representation

Emma Markle, Reihaneh Iranmanesh, Shira Wein

Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis

Yigit Efe Enhos, Shira Wein, Scott Alfeld

Topology-Aware Gated Graph Neural Network for Social Bot Detection

Pi Jiebin, Yantuan Xian, Yuxin Huang, Yan Xiang, Ran Song

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation

Zijian Li, Jingjing Fu, Lei Song, Jiang Bian, Jun Zhang

Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation

Juanhui Li, Haoyu Han, Zhikai Chen, Harry Shomer, Wei Jin

Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms

Yuxi Sun, Wei Gao, Hongzhan Lin, Jing Ma, Wenxuan Zhang

GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference

Chao Zeng, Songwei Liu, Shu Yang, Fangmin Chen, Xing Mei

STAR: Self-Automated Back-Querying for Production Data Generation

Kellen Tan Cheng, Anna Lisa Gentile, Chad DeLuca, Guang-Jie Ren

Bias Amplification: Large Language Models as Increasingly Biased Media

Ze Wang, Zekun Wu, Yichi Zhang, Xin Guan, Navya Jain

CSPLADE: Learned Sparse Retrieval with Causal Language Models

Zhichao Xu, Aosong Feng, Yijun Tian, Haibo Ding, Lin Lee Cheong

Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis

Dapeng Yin, Bingxuan Hou, Mengna Gao, Shuyue Zhu, Junli Wang

REGULAR: A Framework for Relation-Guided Multi-Span Question Generation

Jiayi Lin, Chenyang Zhang, Bingxuan Hou, Dongyu Zhang, Qingqing Hong

From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models

Mahammed Kamruzzaman, Abdullah Al Monsur, Gene Louis Kim, Anshuman Chhabra

With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting

Stephen Meisenbacher, Florian Matthes

Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey

Xiantao Zhang

HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection

Theo King, Zekun Wu, Adriano Koshiyama, Emre Kazim, Philip Colin Treleaven