Papers
Beyond Negative Stereotypes – Non-Negative Abusive Utterances about Identity Groups and Their Semantic Variants
Tina Lommel, Elisabeth Eder, Josef Ruppenhofer et al.
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation
Sucheng Ren, Qihang Yu, Ju He et al.
Beyond Next Token Prediction: Patch-Level Training for Large Language Models
Chenze Shao, Fandong Meng, Jie Zhou
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization
Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
Fanzeng Xia, Hao Liu, Yisong Yue et al.
Beyond One-Hot Labels: Semantic Mixing for Model Calibration
Haoyang Luo, Linwei Tao, Minjing Dong et al.
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations
Xiang Xu, Lingdong Kong, Song Wang et al.
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng et al.
Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs
Zhang Zhang, Guhao Feng, Jian Guan et al.
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models
Ruibin Xiong, Yimeng Chen, Dmitrii Khizbullin et al.
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
Chengwei Qin, Wenhan Xia, Fangkai Jiao et al.
Beyond Pairwise: Global Zero-shot Temporal Graph Generation
Alon Eirew, Kfir Bar, Ido Dagan
Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning
Nathan Zeweniuk, Ori Ernst, Jackie CK Cheung
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction
Bonan Wang, Haicheng Liao, Chengyue Wang et al.
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
Yanbei Jiang, Yihao Ding, Chao Lei et al.
Beyond Perspective: Neural 360-Degree Video Compression
Andy Regensky, Marc Windsheimer, Fabian Brand et al.
Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation
Naisong Luo, Guoxin Xiong, Tianzhu Zhang
Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes
Huachao Zhu, Zelong Liu, Zhichao Sun et al.
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Fangyi Yu, Nabeel Seedat, Drahomira Herrmannova 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: A Reinforced Token-Level Input Refinement for Large Language Models
Guang Huang, Yanan Xiao, Lu Jiang 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 propagation of chaos: A stochastic algorithm for mean field optimization
Chandan Tankala, Dheeraj Nagaraj, Anant Raj