Xueguang Ma PRO

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authored 3 papers about 1 month ago

Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Paper • 2503.06034 • Published Mar 8 • 1

Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality

Paper • 2505.02466 • Published May 5 • 1

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20 • 22

authored a paper 3 months ago

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

Paper • 2504.00824 • Published Apr 1 • 43

authored 5 papers 4 months ago

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models

Paper • 2310.07712 • Published Oct 11, 2023

PixelWorld: Towards Perceiving Everything as Pixels

Paper • 2501.19339 • Published Jan 31 • 17

DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers

Paper • 2502.18460 • Published Feb 25 • 3

Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks

Paper • 2501.16902 • Published Jan 28 • 1

VISA: Retrieval Augmented Generation with Visual Source Attribution

Paper • 2412.14457 • Published Dec 19, 2024

authored 11 papers about 1 year ago

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published Jun 21, 2024 • 65

Precise Zero-Shot Dense Retrieval without Relevance Labels

Paper • 2212.10496 • Published Dec 20, 2022 • 4

SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes

Paper • 2302.06587 • Published Feb 13, 2023 • 2

Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Paper • 2211.12588 • Published Nov 22, 2022 • 3

Zero-Shot Listwise Document Reranking with a Large Language Model

Paper • 2305.02156 • Published May 3, 2023 • 2

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Paper • 2310.08319 • Published Oct 12, 2023 • 4

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

Paper • 2106.14807 • Published Jun 28, 2021

Augmenting Black-box LLMs with Medical Textbooks for Clinical Question Answering

Paper • 2309.02233 • Published Sep 5, 2023 • 1

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

Paper • 2404.18424 • Published Apr 29, 2024 • 1

Unifying Multimodal Retrieval via Document Screenshot Embedding

Paper • 2406.11251 • Published Jun 17, 2024 • 10

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3, 2024 • 48