Conference Year: 2025

kNNBE: Incorporating Labeled Sentences in Bi-encoder Inference for Fast and Accurate Skill Mapping

Inquiry Assistant Using LLM-Generated Knowledge Graphs

AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems

Mixed Signals: Decoding VLMs’ Reasoning and Underlying Bias in Vision-Language Conflict

Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k

Step-by-step Instructions and a Simple Tabular Output Format Improve the Dependency Parsing Accuracy of LLMs

LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes

MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models

Effectiveness of Prompt Optimization in NL2SQL Systems

多様なユーザー問い合わせの意図理解を支援するナレッジグラフの構築