Papers
Enhancing Chinese Offensive Language Detection with Homophonic Perturbation
Junqi Wu, Shujie Ji, Kang Zhong et al.
MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries
Jonghwi Kim, Deokhyung Kang, Seonjeong Hwang et al.
Transitive self-consistency evaluation of NLI models without gold labels
Wei Wu, Mark Last
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation
Xiaozhou You, Yahui Luo, Lihong Gu
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
Max Conti, Manuel Faysse, Gautier Viaud et al.
Debiasing Multilingual LLMs in Cross-lingual Latent Space
Qiwei Peng, Guimin Hu, Yekun Chai et al.
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models
Viktor Hangya, Fabian Küch, Darina Gold
Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs
Zhipeng Yang, Junzhuo Li, Siyu Xia et al.
Understanding Subword Compositionality of Large Language Models
Qiwei Peng, Yekun Chai, Anders Søgaard
Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog
Lautaro Estienne, Gabriel Ben Zenou, Nona Naderi et al.
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
Manan Suri, Puneet Mathur, Nedim Lipka et al.
The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models
Felix Stahlberg, Shankar Kumar
TCP: a Benchmark for Temporal Constraint-Based Planning
Zifeng Ding, Sikuan Yan, Moy Yuan et al.
T2R-BENCH: A Benchmark for Real World Table-to-Report Task
Jie Zhang, Changzai Pan, Sishi Xiong et al.
Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations
Giorgos Filandrianos, Angeliki Dimitriou, Maria Lymperaiou et al.
IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages
Ujjwal Sharma, Pushpak Bhattacharyya
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality
Yuto Harada, Yusuke Yamauchi, Yusuke Oda et al.
PERSEVAL: A Framework for Perspectivist Classification Evaluation
Soda Marem Lo, Silvia Casola, Erhan Sezerer et al.
Dyve: Thinking Fast and Slow for Dynamic Process Verification
Jianyuan Zhong, Zeju Li, Zhijian Xu et al.
Interpretable Text Embeddings and Text Similarity Explanation: A Survey
Juri Opitz, Lucas Moeller, Andrianos Michail et al.
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation
Kaiyuan Zhang, Qian Liu, Luyang Zhang et al.
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis
Yehang Zhang, Xinli Xu, Xiaojie Xu et al.
GRADA: Graph-based Reranking against Adversarial Documents Attack
Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong et al.
Seeing Culture: A Benchmark for Visual Reasoning and Grounding
Burak Satar, Zhixin Ma, Patrick Amadeus Irawan et al.
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition
Qianrui Zhou, Hua Xu, Yifan Wang et al.