Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking Paper • 2105.09816 • Published May 20, 2021
Local Self-Attention over Long Text for Efficient Document Retrieval Paper • 2005.04908 • Published May 11, 2020
Multivariate Representation Learning for Information Retrieval Paper • 2304.14522 • Published Apr 27, 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Paper • 2304.13649 • Published Apr 26, 2023 • 1
A Deep Look into Neural Ranking Models for Information Retrieval Paper • 1903.06902 • Published Mar 16, 2019
Editable User Profiles for Controllable Text Recommendation Paper • 2304.04250 • Published Apr 9, 2023
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Paper • 2209.14290 • Published Sep 28, 2022 • 1
LongLaMP: A Benchmark for Personalized Long-form Text Generation Paper • 2407.11016 • Published Jun 27, 2024 • 1
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities Paper • 2407.12982 • Published Jul 17, 2024 • 6
Current Challenges and Future Directions in Podcast Information Access Paper • 2106.09227 • Published Jun 17, 2021
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation Paper • 1810.01520 • Published Oct 2, 2018
Current Challenges and Visions in Music Recommender Systems Research Paper • 1710.03208 • Published Oct 9, 2017
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models Paper • 2409.09510 • Published Sep 14, 2024
Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation Paper • 2501.03545 • Published Jan 7, 2025 • 1
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Paper • 2503.09516 • Published Mar 12, 2025 • 40
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Paper • 2504.03947 • Published Apr 4, 2025 • 4
LaMP-QA: A Benchmark for Personalized Long-form Question Answering Paper • 2506.00137 • Published May 30, 2025
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training Paper • 2506.10844 • Published Jun 12, 2025