Papers
16,749 papers found
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng et al.
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
Chengwei Qin, Wenhan Xia, Fangkai Jiao et al.
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
Yanbei Jiang, Yihao Ding, Chao Lei et al.
Beyond Position: the emergence of wavelet-like properties in Transformers
Valeria Ruscio, Umberto Nanni, Fabrizio Silvestri
Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
Zixiao Wang, Duzhen Zhang, Ishita Agarwal et al.
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
Mengru Wang, Ziwen Xu, Shengyu Mao et al.
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
Zhanghao Hu, Hanqi Yan, Qinglin Zhu et al.
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation
Chenkai Sun, Denghui Zhang, ChengXiang Zhai et al.
Beyond Semantic Entropy: Boosting LLM Uncertainty Quantification with Pairwise Semantic Similarity
Dang Nguyen, Ali Payani, Baharan Mirzasoleiman
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation
Xiangyu Zhang, Yu Zhou, Guang Yang et al.
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
Yang Zhao, Li Du, Xiao Ding et al.
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation
Haozhe Xu, Xiaohua Wang, Changze Lv et al.
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
Yicheng Lang, Kehan Guo, Yue Huang et al.
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs
Shiyu Xiang, Ansen Zhang, Yanfei Cao et al.
Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis
Huijun Lian, Zekai Sun, Keqi Chen et al.
Beyond Text: Characterizing Domain Expert Needs in Document Research
Sireesh Gururaja, Nupoor Gandhi, Jeremiah Milbauer et al.
Beyond Text Compression: Evaluating Tokenizers Across Scales
Jonas F. Lotz, António V. Lopes, Stephan Peitz et al.
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation
Qichuan Liu, Chentao Zhang, Chenfeng Zheng et al.
Beyond the Average Reader: the Reader Embedding Approach
Calogero Jerik Scozzaro, Matteo Delsanto, Daniele P. Radicioni
Beyond the Binary: Analysing Transphobic Hate and Harassment Online
Anna Talas, Alice Hutchings
Beyond the Data: The Impact of Annotation Inconsistencies in UD Treebanks on Typological Universals and Complexity Assessment
Antoni Brosa Rodríguez, M. Dolores Jiménez López
Beyond the Gold Standard in Analytic Automated Essay Scoring
Gabrielle Gaudeau
Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models
Cristiano Ciaccio, Marta Sartor, Alessio Miaschi et al.
Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models
Sibo Yi, Tianshuo Cong, Xinlei He et al.
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims
Priyanka Kargupta, Runchu Tian, Jiawei Han