SIAT-NLP

university

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authored 16 papers 5 months ago

One Shot Learning as Instruction Data Prospector for Large Language Models

Paper • 2312.10302 • Published Dec 16, 2023 • 2

Marathon: A Race Through the Realm of Long Context with Large Language Models

Paper • 2312.09542 • Published Dec 15, 2023

DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception

Paper • 2405.15232 • Published May 24, 2024 • 2

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Paper • 2406.17419 • Published Jun 25, 2024 • 17

Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 159

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published Sep 27, 2024 • 27

Evaluating and Aligning CodeLLMs on Human Preference

Paper • 2412.05210 • Published Dec 6, 2024 • 48

Single-Cell Omics Arena: A Benchmark Study for Large Language Models on Cell Type Annotation Using Single-Cell Data

Paper • 2412.02915 • Published Dec 3, 2024

ExecRepoBench: Multi-level Executable Code Completion Evaluation

Paper • 2412.11990 • Published Dec 16, 2024

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Paper • 2412.18619 • Published Dec 16, 2024 • 60

OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis

Paper • 2501.04561 • Published Jan 8, 2025 • 16

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

Paper • 2506.09003 • Published Jun 10, 2025 • 17

SWE-RM: Execution-free Feedback For Software Engineering Agents

Paper • 2512.21919 • Published Dec 26, 2025 • 10

MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era

Paper • 2601.07526 • Published Jan 12 • 23

SWE-Universe: Scale Real-World Verifiable Environments to Millions

Paper • 2602.02361 • Published Feb 2 • 61

Qwen3-Coder-Next Technical Report

Paper • 2603.00729 • Published Feb 28 • 66

authored a paper 6 months ago

GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 217

authored 3 papers 6 months ago

VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning

Paper • 2504.19627 • Published Apr 28, 2025

NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching

Paper • 2510.13721 • Published Oct 15, 2025

Learning Ordinal Probabilistic Reward from Preferences

Paper • 2602.12660 • Published Feb 13 • 3