Information Retrieval

Authors and titles for cs.IR in Mar 2024, skipping first 275

[276]  arXiv:2403.19651 (cross-list from cs.CV) [pdf, other]

Title: MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Authors: Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang

Comments: Work in progress

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR); Multimedia (cs.MM)

[277]  arXiv:2403.19710 (cross-list from cs.CL) [pdf, other]

Title: STRUM-LLM: Attributed and Structured Contrastive Summarization

Authors: Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[278]  arXiv:2403.19716 (cross-list from cs.CL) [pdf, other]

Title: Capability-aware Prompt Reformulation Learning for Text-to-Image Generation

Authors: Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jia Chen, Shaoping Ma

Comments: Accepted at SIGIR 2024

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR)

[279]  arXiv:2403.19889 (cross-list from cs.CL) [pdf, other]

Title: Towards a Robust Retrieval-Based Summarization System

Authors: Shengjie Liu, Jing Wu, Jingyuan Bao, Wenyi Wang, Naira Hovakimyan, Christopher G Healey

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[280]  arXiv:2403.20197 (cross-list from math.NA) [pdf, other]

Title: Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization

Authors: Maryam Abdolali, Giovanni Barbarino, Nicolas Gillis

Comments: 31 pages, 10 figures

Subjects: Numerical Analysis (math.NA); Information Retrieval (cs.IR); Machine Learning (cs.LG); Signal Processing (eess.SP); Machine Learning (stat.ML)

[281]  arXiv:2403.08851 (cross-list from astro-ph.IM) [pdf, other]

Title: PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models

Authors: Siddharth Mishra-Sharma, Yiding Song, Jesse Thaler

Comments: 17+6 pages, 3+1 figures, 5+2 tables

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[282]  arXiv:2403.12984 (cross-list from q-bio.BM) [pdf, other]

Title: When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings

Authors: Azmine Toushik Wasi, Šerbetar Karlo, Raima Islam, Taki Hasan Rafi, Dong-Kyu Chae

Comments: 7 pages, 2 figures, 5 tables, Accepted (invited to present) to the The Second Tiny Papers Track at ICLR 2024 (this https URL)

Journal-ref: The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR} 2024, Vienna Austria, May 11, 2024

Subjects: Biomolecules (q-bio.BM); Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG); Machine Learning (stat.ML)

[283]  arXiv:2403.15548 (cross-list from cond-mat.dis-nn) [pdf, other]

Title: Spectral Initialization for High-Dimensional Phase Retrieval with Biased Spatial Directions

Authors: Pierre Bousseyroux, Marc Potters

Comments: 13 pages, 4 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Information Retrieval (cs.IR); Probability (math.PR)