Cover Image

Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Xuyang, Peng, Zhiyuan, Sai, Krishna Sravanthi Rajanala, Wu, Hsin-Tai, Fang, Yi
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models
by: Peng, Zhiyuan, et al.
Published: (2024)

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models
by: Peng, Zhiyuan, et al.
Published: (2023)

Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
by: Liu, Qi, et al.
Published: (2024)

Passage Segmentation of Documents for Extractive Question Answering
by: Liu, Zuhong, et al.
Published: (2025)

InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models
by: Huang, Chao-Wei, et al.
Published: (2024)

Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers
by: Wang, Yuan, et al.
Published: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)

GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?
by: Fazili, Barah, et al.
Published: (2024)

Multi-view-guided Passage Reranking with Large Language Models
by: Na, Jeongwoo, et al.
Published: (2025)

Improve Dense Passage Retrieval with Entailment Tuning
by: Dai, Lu, et al.
Published: (2024)

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?
by: Jedidi, Nour, et al.
Published: (2025)

Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models
by: Basem, Mohamed, et al.
Published: (2024)

SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering
by: Lin, Chyi-Jiunn, et al.
Published: (2024)

Passage Query Methods for Retrieval and Reranking in Conversational Agents
by: De Lima, Victor, et al.
Published: (2025)

Dense Passage Retrieval: Is it Retrieving?
by: Reichman, Benjamin, et al.
Published: (2024)

Knowledge-Aware Diverse Reranking for Cross-Source Question Answering
by: Zhou, Tong
Published: (2025)

Evaluating Answer Reranking Strategies in Time-sensitive Question Answering
by: Kardan, Mehmet, et al.
Published: (2025)

When Fine-Tuning Fails: Lessons from MS MARCO Passage Ranking
by: Pande, Manu, et al.
Published: (2025)

TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
by: Abdallah, Abdelrahman, et al.
Published: (2025)

Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
by: Sun, Hongda, et al.
Published: (2024)

The Distracting Effect: Understanding Irrelevant Passages in RAG
by: Amiraz, Chen, et al.
Published: (2025)

Cohort Retrieval using Dense Passage Retrieval
by: Jadhav, Pranav
Published: (2025)

Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
by: Ma, Guangyuan, et al.
Published: (2024)

HeadRank: Decoding-Free Passage Reranking via Preference-Aligned Attention Heads
by: Wang, Juyuan, et al.
Published: (2026)

DAPR: A Benchmark on Document-Aware Passage Retrieval
by: Wang, Kexin, et al.
Published: (2023)

W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
by: Nian, Jinming, et al.
Published: (2024)

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
by: Ma, Chuangtao, et al.
Published: (2025)

Self-Calibrated Listwise Reranking with Large Language Models
by: Ren, Ruiyang, et al.
Published: (2024)

Improving Dense Passage Retrieval with Multiple Positive Passages
by: Chang, Shuai
Published: (2025)

FinCARDS: Card-Based Analyst Reranking for Financial Document Question Answering
by: Zhou, Yixi, et al.
Published: (2026)

Gumbel Reranking: Differentiable End-to-End Reranker Optimization
by: Huang, Siyuan, et al.
Published: (2025)

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
by: Wang, Yuqi, et al.
Published: (2024)

ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking
by: Li, Xianming, et al.
Published: (2025)

Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models
by: Jiang, Feihu, et al.
Published: (2024)

Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
by: Aqib, Mohammad, et al.
Published: (2025)

Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
by: Zhu, Yihua, et al.
Published: (2025)

ASTRA-QA: A Benchmark for Abstract Question Answering over Documents
by: Wang, Shu, et al.
Published: (2026)

Spectral Tempering for Embedding Compression in Dense Passage Retrieval
by: Li, Yongkang, et al.
Published: (2026)

Zero-shot Audio Topic Reranking using Large Language Models
by: Qian, Mengjie, et al.
Published: (2023)

Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications
by: Lin, Ethan, et al.
Published: (2024)