Le Van Duc

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upvoted 2 papers about 1 month ago

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 36

A Graph-Based Synthetic Data Pipeline for Scaling High-Quality Reasoning Instructions

Paper • 2412.08864 • Published Dec 12, 2024 • 1

upvoted 2 papers about 2 months ago

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System

Paper • 2412.20005 • Published Dec 28, 2024 • 18

Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 36

upvoted 3 papers 3 months ago

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published Nov 25, 2024 • 39

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI

Paper • 2411.14522 • Published Nov 21, 2024 • 34

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 35

upvoted 7 papers 4 months ago

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Paper • 2410.19168 • Published Oct 24, 2024 • 19

NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples

Paper • 2410.14669 • Published Oct 18, 2024 • 37

MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Paper • 2410.13085 • Published Oct 16, 2024 • 22

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines

Paper • 2410.12705 • Published Oct 16, 2024 • 32

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

Paper • 2410.08815 • Published Oct 11, 2024 • 48

Vector-ICL: In-context Learning with Continuous Vector Representations

Paper • 2410.05629 • Published Oct 8, 2024 • 3

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

Paper • 2410.08196 • Published Oct 10, 2024 • 46

upvoted 2 papers 6 months ago

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 78

Text2SQL is Not Enough: Unifying AI and Databases with TAG

Paper • 2408.14717 • Published Aug 27, 2024 • 26

upvoted 4 papers 7 months ago

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain

Paper • 2407.19584 • Published Jul 28, 2024 • 63

OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation

Paper • 2407.02371 • Published Jul 2, 2024 • 51

Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER

Paper • 2407.01272 • Published Jul 1, 2024 • 8