Papers
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models
Nguyen Minh Son, Dang Van Thin
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning
Zexiong Ma, Chao Peng, Pengfei Gao et al.
SOTOPIA-Ω: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents
Wenyuan Zhang, Tianyun Liu, Mengxiao Song et al.
Soundwave: Less is More for Speech-Text Alignment in LLMs
Yuhao Zhang, Zhiheng Liu, Fan Bu et al.
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection
Haoyi Li, Angela Yuan, Soyeon Han et al.
Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing
Yang Hou, Zhenghua Li
Spanish Dialect Classification: A Comparative Study of Linguistically Tailored Features, Unigrams and BERT Embeddings
Laura Zeidler, Chris Jenkins, Filip Miletić et al.
Span Labeling with Large Language Models: Shell vs. Meat
Phoebe Mulcaire, Nitin Madnani
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
Michael Ogezi, Freda Shi
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
Josefa Lia Stoisser, Marc Boubnovski Martell, Julien Fauqueur
SparQLe: Speech Queries to Text Translation Through LLMs
Amirbek Djanibekov, Hanan Aldarmaki
Sparse Latents Steer Retrieval-Augmented Generation
Chunlei Xin, Shuheng Zhou, Huijia Zhu et al.
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
Anshumann, Mohd Abbas Zaidi, Akhil Kedia et al.
Sparse Rewards Can Self-Train Dialogue Agents
Barrett Martin Lattimer, Varun Prashant Gangal, Ryan McDonald et al.
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs
Xuan Zhang, Cunxiao Du, Sicheng Yu et al.
Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis
Chi-Jane Chen, Yuhang Chen, Sukwon Yun et al.
Spatial Representation of Large Language Models in 2D Scene
Wenya Wu, Weihong Deng
SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding
Shunfeng Zheng, Meng Fang, Ling Chen
Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues
Youngmin Kim, Jiwan Chung, Jisoo Kim et al.
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