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jinheon

authored a paper 2 months ago

Knowledge Base Construction for Knowledge-Augmented Text-to-SQL

Paper • 2505.22096 • Published May 28 • 1

Nardien

authored a paper 2 months ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 80

jinheon

authored a paper 3 months ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14 • 72

YuminChoi

authored a paper 3 months ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14 • 72

jinheon

authored 16 papers 3 months ago

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 63

Test-Time Self-Adaptive Small Language Models for Question Answering

Paper • 2310.13307 • Published Oct 20, 2023

Knowledge-Augmented Language Model Verification

Paper • 2310.12836 • Published Oct 19, 2023

Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

Paper • 2305.18395 • Published May 28, 2023 • 1

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Paper • 2306.04136 • Published Jun 7, 2023 • 2

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation

Paper • 2105.00666 • Published May 3, 2021

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

Paper • 2203.07735 • Published Mar 15, 2022

Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks

Paper • 2402.13482 • Published Feb 21, 2024

Personalized Subgraph Federated Learning

Paper • 2206.10206 • Published Jun 21, 2022

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Paper • 2403.14403 • Published Mar 21, 2024 • 7

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Paper • 2404.07738 • Published Apr 11, 2024 • 2

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark

Paper • 2406.05967 • Published Jun 10, 2024 • 6

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

Paper • 2406.05761 • Published Jun 9, 2024 • 3

Unified Multi-Modal Interleaved Document Representation for Information Retrieval

Paper • 2410.02729 • Published Oct 3, 2024

Edge Representation Learning with Hypergraphs

Paper • 2106.15845 • Published Jun 30, 2021

Graph Self-supervised Learning with Accurate Discrepancy Learning

Paper • 2202.02989 • Published Feb 7, 2022