Picture for Xueqi Cheng

Xueqi Cheng

Bridging Queries and Tables through Entities in Table Retrieval

Add code
Apr 09, 2025
Viaarxiv icon

Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG

Add code
Apr 08, 2025
Viaarxiv icon

Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling

Add code
Apr 07, 2025
Viaarxiv icon

Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models

Add code
Apr 01, 2025
Viaarxiv icon

Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking

Add code
Mar 25, 2025
Viaarxiv icon

Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models

Add code
Mar 20, 2025
Viaarxiv icon

Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution

Add code
Mar 05, 2025
Viaarxiv icon

Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction

Add code
Mar 04, 2025
Viaarxiv icon

Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective

Add code
Mar 04, 2025
Viaarxiv icon

CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification

Add code
Feb 25, 2025
Viaarxiv icon