Papers
TELLME: Test-Enhanced Learning for Language Model Enrichment
Minjun Kim, Inho Won, HyeonSeok Lim et al.
Unified Multimodal Interleaved Document Representation for Retrieval
Jaewoo Lee, Joonho Ko, Jinheon Baek et al.
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
Nobuhiro Ueda, Yuyang Dong, Krisztián Boros et al.
Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset
Iffat Maab, Junichi Yamagishi
Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations
Sheng-Lun Wei, Yu-Ling Liao, Yen-Hua Chang et al.
CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom
Yisen Li, Lingfeng Yang, Wenxuan Shen et al.
NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey
Dhiman Goswami, Jai Kruthunz Naveen Kumar, Sanchari Das
Unsupervised Detection of LLM-Generated Text in Korean Using Syntactic and Semantic Cues
Heejeong Jeon, MinSu Park, YunSeok Choi et al.
SymCode: A Neurosymbolic Approach to Mathematical Reasoning via Verifiable Code Generation
Sina Bagheri Nezhad, Yao Li, Ameeta Agrawal
ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem
Jia-Kai Dong, I-Wei Huang, Chun-Tin Wu et al.
One Sentence, Two Embeddings: Contrastive Learning of Explicit and Implicit Semantic Representations
Kohei Oda, Po-Min Chuang, Kiyoaki Shirai et al.
ParsTranslit: Truly Versatile Tajik-Farsi Transliteration
Rayyan Merchant, Kevin Tang
Persona Jailbreaking in Large Language Models
Jivnesh Sandhan, Fei Cheng, Tushar Sandhan et al.
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations
Rui Xing, Preslav Nakov, Timothy Baldwin et al.
Don’t Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation
Jiwon Moon, Yerin Hwang, Dongryeol Lee et al.
Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models
Mengdie Flora Wang, Haochen Xie, Mun Young Kim et al.
Comprehensive Study of Bilingual and Multi-category Instruction Pre-training
Takashi Kodama, Yusuke Oda
MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration
Md Hasebul Hasan, Mahir Labib Dihan, Tanzima Hashem et al.
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting
Yuxing Tian, Fengran Mo, Weixu Zhang et al.
Intention-Adaptive LLM Fine-Tuning for Text Revision Generation
Zhexiong Liu, Diane Litman
Suppressing Final Layer Hidden State Jumps in Transformer Pretraining
Keigo Shibata, Kazuki Yano, Ryosuke Takahashi et al.
Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens
Mai Alkhamissi, Yunze Xiao, Badr AlKhamissi et al.
HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering
Hung Luu, Long S. T. Nguyen, Trung Pham et al.
PromptPrism: A Linguistically-Inspired Taxonomy for Prompts
Sullam Jeoung, Yueyan Chen, Yi Zhang et al.
VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery
Jinchao Ge, Tengfei Cheng, Biao Wu et al.