Xiaoyang Wang

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upvoted a collection 9 days ago

Preference Datasets for DPO

Collection

This collection contains a list of curated preference datasets for DPO fine-tuning for intent alignment of LLMs • 7 items • Updated Dec 11, 2024 • 46

upvoted a paper 29 days ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published about 1 month ago • 75

upvoted a paper 2 months ago

InteractComp: Evaluating Search Agents With Ambiguous Queries

Paper • 2510.24668 • Published Oct 28, 2025 • 97

upvoted 3 papers 3 months ago

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 106

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Paper • 2510.05592 • Published Oct 7, 2025 • 106

Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels

Paper • 2510.06499 • Published Oct 7, 2025 • 31

upvoted 4 papers 4 months ago

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents

Paper • 2509.06501 • Published Sep 8, 2025 • 79

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4, 2025 • 195

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning

Paper • 2508.20374 • Published Aug 28, 2025 • 21

upvoted 6 papers 5 months ago

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21, 2025 • 90

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

Paper • 2508.15760 • Published Aug 21, 2025 • 46

BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining

Paper • 2508.10975 • Published Aug 14, 2025 • 60

Complex Logical Instruction Generation

Paper • 2508.09125 • Published Aug 12, 2025 • 40

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 129

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 93

upvoted a paper 7 months ago

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

Paper • 2506.05209 • Published Jun 5, 2025 • 59

upvoted a paper 9 months ago

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published Mar 31, 2025 • 62

upvoted a paper 10 months ago

Transformers without Normalization

Paper • 2503.10622 • Published Mar 13, 2025 • 170

upvoted a paper 11 months ago

AIDE: AI-Driven Exploration in the Space of Code

Paper • 2502.13138 • Published Feb 18, 2025 • 8