Daniil Vodolazsky

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upvoted 4 papers 28 days ago

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11 • 41

Toward General Instruction-Following Alignment for Retrieval-Augmented Generation

Paper • 2410.09584 • Published Oct 12 • 45

MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks

Paper • 2410.10563 • Published 29 days ago • 37

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents

Paper • 2410.10594 • Published 29 days ago • 22

upvoted a collection about 2 months ago

Molmo

Collection

Artifacts for open multimodal language models. • 5 items • Updated Sep 26 • 270

upvoted 4 papers 2 months ago

General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Paper • 2409.01704 • Published Sep 3 • 81

LongRecipe: Recipe for Efficient Long Context Generalization in Large Languge Models

Paper • 2409.00509 • Published Aug 31 • 38

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

Paper • 2409.02897 • Published Sep 4 • 44

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

Paper • 2409.03420 • Published Sep 5 • 23

upvoted 5 papers 3 months ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22 • 117

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17 • 51

Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Paper • 2408.12570 • Published Aug 22 • 29

The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design

Paper • 2408.12503 • Published Aug 22 • 21

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12 • 61

upvoted 6 papers 4 months ago

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19 • 150

BM25S: Orders of magnitude faster lexical search via eager sparse scoring

Paper • 2407.03618 • Published Jul 4 • 11

Vision language models are blind

Paper • 2407.06581 • Published Jul 9 • 82

Characterizing Prompt Compression Methods for Long Context Inference

Paper • 2407.08892 • Published Jul 11 • 9

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12 • 128

Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 155