Zhen Qin

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authored 9 papers over 1 year ago

RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses

Paper • 2210.10634 • Published Oct 12, 2022

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Paper • 2306.17563 • Published Jun 30, 2023 • 9

Transformer Memory as a Differentiable Search Index

Paper • 2202.06991 • Published Feb 14, 2022

PaRaDe: Passage Ranking using Demonstrations with Large Language Models

Paper • 2310.14408 • Published Oct 22, 2023

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning

Paper • 2311.07099 • Published Nov 13, 2023 • 1

Charformer: Fast Character Transformers via Gradient-based Subword Tokenization

Paper • 2106.12672 • Published Jun 23, 2021

PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs

Paper • 2406.02886 • Published Jun 5, 2024 • 11

Query Expansion by Prompting Large Language Models

Paper • 2305.03653 • Published May 5, 2023 • 3

LiPO: Listwise Preference Optimization through Learning-to-Rank

Paper • 2402.01878 • Published Feb 2, 2024 • 20