Papers
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.
Spontaneous Giving and Calculated Greed in Language Models
Yuxuan Li, Hirokazu Shirado
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering
Kaiyue Feng, Siyue Zhang, Bingsen Chen et al.
SPO: Self Preference Optimization with Self Regularization
Yuhao Sun, Yifan Zhang, Quandong Wang et al.
Spotlighter: Revisiting Prompt Tuning from a Representative Mining View
Yutong Gao, Maoyuan Shao, Xinyang Huang et al.
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization
Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar
SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin
Hao Yi, Qingyang Li, Yulan Hu et al.
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps
Neha Srikanth, Victor Bursztyn, Puneet Mathur et al.
SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements
Heng-Da Xu, Xian-Ling Mao, Fanshu Sun et al.
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
Simone Papicchio, Luca Cagliero, Paolo Papotti
SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data
Jinsung Yoon, Junhao Zeng, Sercan O Arik