Papers
SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation
Nguyen-Khang Le, Truong Dinh Do, Le-Minh Nguyen
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
Xuyuan Liu, Lei Hsiung, Yaoqing Yang et al.
Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively
Jiawei Gu, Shangsong Liang
Speculative Sampling via Exponential Races
Szymon Kobus, Deniz Gunduz
SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech
Soham Chaudhuri, Diganta Biswas, Dipanjan Saha et al.
SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods
Wen Huang, Yanmei Gu, Zhiming Wang et al.
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
Zhen Wan, Chao-Han Huck Yang, Yahan Yu et al.
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information
Xiangyu Zhang, Hexin Liu, Qiquan Zhang et al.
SpeechWeave: Diverse Multilingual Synthetic Text & Audio Data Generation Pipeline for Training Text to Speech Models
Karan Dua, Puneet Mittal, Ranjeet Gupta et al.
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing
Longhui Zhang, Jiahao Wang, Meishan Zhang et al.
Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications
Daniel Zagyva, Emmanouil Stergiadis, Laurens Van Der Maas et al.
SPHERE: An Evaluation Card for Human-AI Systems
Dora Zhao, Qianou Ma, Xinran Zhao et al.
SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation
Wenyu Zhang, Wei En Ng, Lixin Ma et al.
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting
Sanchit Ahuja, Kumar Tanmay, Hardik Hansrajbhai Chauhan et al.
SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment
Quan Ze Chen, Kevin Feng, Chan Young Park et al.
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models
I-Fan Lin, Faegheh Hasibi, Suzan Verberne
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers
Zicong Tang, Shi Luohe, Zuchao Li et al.
Splintering Nonconcatenative Languages for Better Tokenization
Bar Gazit, Shaltiel Shmidman, Avi Shmidman et al.
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism
Lynn Khellaf, Ipek Baris Schlicht, Tilman Mirass et al.
Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation
Jisu Shin, Juhyun Oh, Eunsu Kim et al.
SPOT: Zero-Shot Semantic Parsing Over Property Graphs
Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez et al.
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
Fardin Ahsan Sakib, Ziwei Zhu, Karen Trister Grace et al.
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs
Yu Guo, Dong Jin, Shenghao Ye et al.