Papers
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services
Fei zhao, Chonggang Lu, Haofu Qian et al.
IPS: In-Prompt Process Supervision for Short Video Content Moderation
Mingchao Liu, Yu Sun, Ruixiao Sun et al.
Ada-RS: Adaptive Rejection Sampling for Selective Thinking
Yirou Ge, Yixi Li, Alec M. Chiu et al.
Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents
Yun-Shiuan Chuang, Chaitanya Kulkarni, Alec M. Chiu et al.
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems
Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang et al.
Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning.
Nafew Azim, Fuad Rahman, Nabeel Mohammed
MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection
Xuan Chen, Hao Liu, Tao Yuan et al.
FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks
Mohammad Mahdi Moradi, Walid Ahmed, Shuangyue Wen et al.
VEG: Verbal 𝜖-greedy for Semantic Exploration in Multi-Turn RL Agents
Yongchang Hao, Jie Hao, Yongsheng Mei et al.
Robust Explanations for User Trust in Enterprise NLP Systems
Guilin Zhang, Kai Zhao, Jeffrey Friedman et al.
Agentic Economic Modeling
Bohan Zhang, Jiaxuan Li, Ali Hortacsu et al.
DQA: Diagnostic Question Answering for IT Support
Vishaal Kapoor, Mariam Dundua, Evren Yortucboylu et al.
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction
Sin Yu Bonnie Ho, Arlie Coles, Erik Larsson et al.
FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference
Soumedhik Bharati, Ebad Shabbir, Jiechao Gao
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
Prateek Chaturvedi, Yuqicheng Zhu, Hongkuan Zhou et al.
Know What You See: Grounded localization of product components
Manan Soni, Abinesh Kanagarajan, Shyam Mohan
Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents
Haojin Yang, Ai Jian, Yiwei Wang et al.
Hemolix.TabGen: Optimized Table Generation from Documents
Gyanendra Shrestha, Todor Ivanov, Karthik Vemireddy et al.
EVE: A Domain-Specific LLM Framework for Earth Intelligence
Àlex R. Atrio, Antonio Lopez, Jino Rohit et al.
Decoding Text Spans for Efficient and Accurate Named-Entity Recognition
Andrea Maracani, Savas Ozkan, Junyi Zhu et al.
Actionable Interpretability for Churn Classification: A Text Bottleneck Model Case Study at a Major Telecom Provider
Adrian Sauter, Vera Neplenbroek, Georgios Vlassopoulos et al.
Diffusion-Pretrained Dense and Contextual Embeddings
Sedigheh Eslami, Maksim Gaiduk, Markus Krimmel et al.
LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets
Sumin Kim, Minjae Kim, Jihoon Kwon et al.
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision
Zishuai Zhang, Sihao Yu, Xiewenyi et al.
From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction
Egor Maximov, Yulia Kuzkina, Egor Shvetsov et al.