2 citations · 3 across the 4 of their papers we have counts for
4 papers
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model
Qi Gou, Cam-Tu Nguyen
Large Language Models (LLMs) have become increasingly popular due to their ability to process and generate natural language. However, as they are trained on massive datasets of tex…
Diversify Question Generation with Retrieval-Augmented Style Transfer
Qi Gou, Zehua Xia, Bowen Yu +4
Given a textual passage and an answer, humans are able to ask questions with various expressions, but this ability is still challenging for most question generation (QG) systems. E…
Improving Question Generation with Multi-level Content Planning
Zehua Xia, Qi Gou, Bowen Yu +4
This paper addresses the problem of generating questions from a given context and an answer, specifically focusing on questions that require multi-hop reasoning across an extended…
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages
Qi Gou, Zehua Xia, Wenzhe Du
This paper proposes a framework to address the issue of data scarcity in Document-Grounded Dialogue Systems(DGDS). Our model leverages high-resource languages to enhance the capabi…