Papers
Sparsity May Be All You Need: Sparse Random Parameter Adaptation
Jesus Rios, Pierre Dognin, Ronny Luss et al.
Spatial Layouts in News Homepages Capture Human Preferences
Alexander Spangher, Michael Vu, Arda Kaz et al.
Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL
Xiaoying Song, Anirban Saha Anik, Dibakar Barua et al.
SPE Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing
Chengyu Jiao, Shuhao Chen, Yu Zhang
SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration
Junhan Shi, Yijia Zhu, Zhenning Shi et al.
Specification-Aware Machine Translation and Evaluation for Purpose Alignment
Yoko Kayano, Saku Sugawara
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation
Xiaofu Chen, Israfel Salazar, Yova Kementchedjhieva
Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space?
Nandan Kumar Jha, Brandon Reagen
Speculating LLMs’ Chinese Training Data Pollution from Their Tokens
Qingjie Zhang, Di Wang, Haoting Qian et al.
Speculative Decoding for Multi-Sample Inference
Yiwei Li, Jiayi Shi, Shaoxiong Feng et al.
Speculative Safety-Aware Decoding
Xuekang Wang, Shengyu Zhu, Xueqi Cheng
Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention
Nikhil Bhendawade, Irina Belousova, Qichen Fu et al.
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
Songsheng Wang, Rucheng Yu, Zhihang Yuan et al.
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
Yicheng Ji, Jun Zhang, Heming Xia et al.
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs
Dingdong Wang, Junan Li, Mingyu Cui et al.
SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling
Kadri Hacioglu, Manjunath K E, Andreas Stolcke
Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents
Chutong Meng, Philipp Koehn
Spelling-out is not Straightforward: LLMs’ Capability of Tokenization from Token to Characters
Tatsuya Hiraoka, Kentaro Inui
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
Yuhao Zhang, Shaoming Duan, Jinhang Su et al.
Spiral of Silence in Large Language Model Agents
Mingze Zhong, Meng Fang, Zijing Shi et al.
SPIRIT: Patching Speech Language Models against Jailbreak Attacks
Amirbek Djanibekov, Nurdaulet Mukhituly, Kentaro Inui et al.
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive
Yingqiang Gao, Fabian Winiger, Patrick Montjourides et al.
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs
Sruthi Gorantla, Aditya Rawal, Devamanyu Hazarika et al.
Spoken Conversational Agents with Large Language Models
Huck Yang, Andreas Stolcke, Larry P. Heck
Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati
Sanjay Booshanam, Kelly Chen, Ondrej Klejch et al.