Information Retrieval

Information Retrieval Revolutionizing Text Reranking with ChainRank

ChainRank improves text reranking, keeping models sharp and relevant.

Haowei Liu, Xuyang Wu, Guohao Sun

2025-02-20T15:21:09+00:00 ― 4 min read

Computation and Language Mamba Models: A New Approach to Text Reranking

Discover how Mamba models are changing the landscape of document retrieval.

Zhichao Xu, Jinghua Yan, Ashim Gupta

2025-02-20T06:31:30+00:00 ― 7 min read

Computation and Language Keyword Extraction: Finding Gold in Text

Learn how keyword extraction streamlines information retrieval.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak

2025-02-19T02:26:15+00:00 ― 6 min read

Computation and Language Revolutionizing Responses to Time-Sensitive Queries

A new framework improves accuracy for current event questions.

Zhang Siyue, Xue Yuxiang, Zhang Yiming

2025-02-15T06:57:09+00:00 ― 6 min read

Computation and Language Revolutionizing Document Clustering with Named Entities

A new method for smarter document clustering using Named Entity Recognition and rich embeddings.

Imed Keraghel, Mohamed Nadif

2025-02-12T06:43:39+00:00 ― 7 min read

Information Retrieval Revolutionizing Information Retrieval with Hidden Rationale

Discover how LaHoRe enhances information retrieval by focusing on reasoning.

Luo Ji, Feixiang Guo, Teng Chen

2025-02-05T05:24:00+00:00 ― 5 min read

Information Retrieval Can Machines Replace Human Judgment in Relevance Assessment?

Examining the role of LLMs in evaluating information relevance.

Charles L. A. Clarke, Laura Dietz

2025-02-03T19:41:42+00:00 ― 6 min read

Computation and Language Revolutionizing Hierarchical Text Classification with LH-Mix

A new method improves text sorting by using local hierarchies.

Fanshuang Kong, Richong Zhang, Ziqiao Wang

2025-02-02T19:37:12+00:00 ― 5 min read

Audio and Speech Processing Revolutionizing Audio Search: Speech Retrieval-Augmented Generation Explained

Learn how SpeechRAG improves audio question answering without ASR errors.

Do June Min, Karel Mundnich, Andy Lapastora

2025-02-02T17:51:54+00:00 ― 6 min read

Computation and Language Revolutionizing AI with Dynamic Graphs

Dynamic graphs enhance AI's language understanding and response generation.

Karishma Thakrar

2025-01-28T08:00:36+00:00 ― 5 min read

Networking and Internet Architecture RAG and GenSemCom: The Future of Smart Communication

Combining RAG and GenSemCom for efficient information exchange.

Shunpu Tang, Ruichen Zhang, Yuxuan Yan

2025-01-25T11:48:00+00:00 ― 7 min read

Computation and Language STAYKATE: Enhancing Scientific Entity Recognition

A new method improves how researchers extract vital information from scientific texts.

Chencheng Zhu, Kazutaka Shimada, Tomoki Taniguchi

2025-01-20T22:39:27+00:00 ― 7 min read

Computation and Language Boosting Estonian Language Processing with GliLem

GliLem enhances lemmatization for better Estonian text analysis.

Aleksei Dorkin, Kairit Sirts

2025-01-20T08:12:45+00:00 ― 7 min read

Artificial Intelligence Building Knowledge Graphs with Large Language Models

Learn how to efficiently create Knowledge Graphs using advanced models and frameworks.

Xiaohan Feng, Xixin Wu, Helen Meng

2025-01-18T06:27:27+00:00 ― 6 min read

Latest Articles for Information Retrieval