SIGIR

Beyond Hard Negatives: The Importance of Score Distribution in Knowledge Distillation for Dense Retrieval

Youngjoon Jang, Seongtae Hong, Hyeonseok Moon, Heuiseok Lim

From Raw Features to Effective Embeddings: A Three-Stage Approach for Multimodal Recipe Recommendation

Jeeho Shin, Kyungho Kim, Kijung Shin

IPQA: A Benchmark for Core Intent Identification in Personalized Question Answering

Jieyong Kim, Maryam Amirizaniani, Soojin Yoon, Dongha Lee

ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation

Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin

ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation

Sunwoo Kim, Geon Lee, Kyungho Kim, Jaemin Yoo, Kijung Shin

Mine over Yours: How Authorship Biases Evaluation in Generative Information Retrieval

Jeongwoo Ryu, Kyusik Kim, Soomin Kim, Jinsu Eun, Changhoon Oh, Bongwon Suh

MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender

Tongyoung Kim, SooJin Yoon, SeongKu Kang, Jinyoung Yeo, Dongha Lee

MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender

Tongyoung Kim, Soojin Yoon, SeongKu Kang, Jinyoung Yeo, Dongha Lee

Who Is Shopping With You? How Persona Design Shapes Cognitive and Social Engagement in AI Shopping Agents

Hyungwoo Song, Kyusik Kim, Hyeonseok Jeon, Minjeong Shin, Bongwon Suh

Conversational Argument Search Under Selective Exposure: Strategies for Balanced Perspective Access

Kyusik Kim, Jeongwoo Ryu, Dongseok Heo, Hyungwoo Song, Changhoon Oh, Bongwon Suh

Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios

Jiwan Kim, Hongseok Kang, Sein Kim, Kibum Kim, Chanyoung Park

Dynamic Time-aware Continual User Representation Learning

Seungyoon Choi, Sein Kim, Hongseok Kang, Wonjoong Kim, Chanyoung Park

Graph Spectral Filtering with Chebyshev Interpolation for Recommendation

Chanwoo Kim, Jinkyu Sung, Yebonn Han, Joonseok Lee

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking

Juyeon Kim, Geon Lee, Taeuk Kim, Kijung Shin

Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation

Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee

Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation

{Jieyong Kim, Hyunseo Kim}, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee

Understanding Audio-Text Retrieval Through Singular Value Decomposition

Yoori Oh, JoonHyeon Bae, Jaeheon Sim, Kyogu Lee, Yoseob Han

Content-based Graph Reconstruction for Cold-start item recommendation

Jinri Kim, Eungi Kim, Kwangeun Yeo, Yujin Jeon, Chanwoo Kim, Sewon Lee, Joonseok Lee

Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation

Yoori Oh, Kyogu Lee, Yoseob Han

Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation

Chung Park, Taesan Kim, Hyungjun Yoon, Junui Hong, Yelim Yu, Mincheol Cho, Minsung Choi, Jaegul Choo

Self-Referential Review: Exploring the Impact of Self-Reference Effect in Review

Kyusik Kim, Hyungwoo Song, Bongwon Suh

Blurring-Sharpening Process Models for Collaborative Filtering

Jeongwhan Choi, Seoyoung Hong, Noseong Park, and Sung-Bae Cho

Blurring-Sharpening Process Models for Collaborative Filtering

J.-H. Choi, S.-Y. Hong, N.-S. Park, S.-B. Cho

MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation

Kibum Kim, Dongmin Hyun, Sukwon Yun, Chanyoung Park

Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding

Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han