Zhicheng Dou

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authored a paper 5 days ago

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published 6 days ago • 66

authored a paper 7 days ago

OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published 8 days ago • 40

authored a paper 8 days ago

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation

Paper • 2412.11919 • Published 9 days ago • 33

authored a paper 2 months ago

Toward General Instruction-Following Alignment for Retrieval-Augmented Generation

Paper • 2410.09584 • Published Oct 12 • 47

authored 16 papers 3 months ago

Retrieve Anything To Augment Large Language Models

Paper • 2310.07554 • Published Oct 11, 2023 • 6

Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder

Paper • 2102.09206 • Published Feb 18, 2021

WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training

Paper • 2103.06561 • Published Mar 11, 2021

RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit

Paper • 2306.05212 • Published Jun 8, 2023 • 1

UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models

Paper • 2312.11036 • Published Dec 18, 2023

Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon

Paper • 2401.03462 • Published Jan 7 • 27

Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need

Paper • 2108.09346 • Published Aug 20, 2021

INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning

Paper • 2401.06532 • Published Jan 12 • 11

Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking

Paper • 2108.10510 • Published Aug 24, 2021

Towards More Effective and Economic Sparsely-Activated Model

Paper • 2110.07431 • Published Oct 14, 2021 • 2

Towards a Unified Language Model for Knowledge-Intensive Tasks Utilizing External Corpus

Paper • 2402.01176 • Published Feb 2

Large Language Models for Information Retrieval: A Survey

Paper • 2308.07107 • Published Aug 14, 2023 • 3

Grounding Language Model with Chunking-Free In-Context Retrieval

Paper • 2402.09760 • Published Feb 15

Socialformer: Social Network Inspired Long Document Modeling for Document Ranking

Paper • 2202.10870 • Published Feb 22, 2022

DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index

Paper • 2203.00537 • Published Mar 1, 2022

Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Paper • 2402.12052 • Published Feb 19