Xiao Liu

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authored a paper 28 days ago

How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective

Paper • 2505.21505 • Published 30 days ago • 18

authored a paper about 2 months ago

GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks

Paper • 2502.14848 • Published Feb 20 • 1

authored 2 papers 5 months ago

Optimizing Large Language Model Training Using FP4 Quantization

Paper • 2501.17116 • Published Jan 28 • 38

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models

Paper • 2501.13629 • Published Jan 23 • 48

authored 2 papers 6 months ago

EpiCoder: Encompassing Diversity and Complexity in Code Generation

Paper • 2501.04694 • Published Jan 8 • 16

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Paper • 2412.15797 • Published Dec 20, 2024 • 18

authored a paper 7 months ago

Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training

Paper • 2411.14318 • Published Nov 21, 2024

authored a paper 8 months ago

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models

Paper • 2410.07331 • Published Oct 9, 2024 • 5

authored a paper 12 months ago

Gradient-Mask Tuning Elevates the Upper Limits of LLM Performance

Paper • 2406.15330 • Published Jun 21, 2024

authored a paper about 1 year ago

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11, 2024 • 94

authored 7 papers over 1 year ago

Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning

Paper • 2403.02333 • Published Mar 4, 2024

Using Left and Right Brains Together: Towards Vision and Language Planning

Paper • 2402.10534 • Published Feb 16, 2024 • 1

Allies: Prompting Large Language Model with Beam Search

Paper • 2305.14766 • Published May 24, 2023

PROD: Progressive Distillation for Dense Retrieval

Paper • 2209.13335 • Published Sep 27, 2022

Competition-Level Problems are Effective LLM Evaluators

Paper • 2312.02143 • Published Dec 4, 2023

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

Paper • 2210.11773 • Published Oct 21, 2022

LEAD: Liberal Feature-based Distillation for Dense Retrieval

Paper • 2212.05225 • Published Dec 10, 2022

authored a paper almost 2 years ago

MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers

Paper • 2212.07841 • Published Dec 15, 2022

authored a paper about 2 years ago

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

Paper • 2305.09515 • Published May 16, 2023 • 3