SIGIR

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking

Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi Nahab, Xiao Hu, Carl Yang

Journal ref Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (Short-Paper Track), 2024

Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts

Subhendu Khatuya, Koushiki Sinha, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal

Comments Accepted in SIGIR 2024

On the Evaluation of Machine-Generated Reports

James Mayfield, Eugene Yang, Dawn Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Kayi, Kate Sanders, Marc Mason, Noah Hibbler

Comments 12 pages, 4 figures, accepted at SIGIR 2024 as perspective paper

TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions

Jamshid Mozafari, Anubhav Jangra, Adam Jatowt

Comments Accepted at SIGIR 2024

Journal ref Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)

ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages

Bhawna Piryani, Jamshid Mozafari, Adam Jatowt

Comments Accepted at SIGIR 2024

Journal ref Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)

Graded Relevance Scoring of Written Essays with Dense Retrieval

Salam Albatarni, Sohaila Eltanbouly, Tamer Elsayed

Comments Accepted at SIGIR 2024

ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement

Saurabh Bhausaheb Zinjad, Amrita Bhattacharjee, Amey Bhilegaonkar, Huan Liu

Comments Accepted to SIGIR 2024 (Demo)

Contextualization with SPLADE for High Recall Retrieval

Eugene Yang

Comments 5 pages, 1 figure, accepted at SIGIR 2024 as short paper

Characterizing Information Seeking Processes with Multiple Physiological Signals

Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina

Journal ref In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024, Washington, DC, USA. ACM, New York, NY, USA, 12 pages

GraphGPT: Graph Instruction Tuning for Large Language Models

Jiabin Tang, Yuhao Yang, Wei Wei, Lei Shi, Lixin Su, Suqi Cheng, Dawei Yin, Chao Huang

Comments Accepted by SIGIR'2024, full paper

Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search

Hideaki Joko, Shubham Chatterjee, Andrew Ramsay, Arjen P. de Vries, Jeff Dalton, Faegheh Hasibi

Comments Accepted at SIGIR 2024 (Full Paper)

Explainability for Transparent Conversational Information-Seeking

Weronika Łajewska, Damiano Spina, Johanne Trippas, Krisztian Balog

Comments This is the author's version of the work. The definitive version is published in: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '24), July 14-18, 2024, Washington, DC, USA

Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization

Hamed Zamani, Michael Bendersky

Comments To appear in the proceedings of SIGIR 2024

TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants

Mohammad Aliannejadi, Zahra Abbasiantaeb, Shubham Chatterjee, Jeffery Dalton, Leif Azzopardi

Comments To appear in SIGIR 2024. arXiv admin note: substantial text overlap with arXiv:2401.01330

Evaluating Search System Explainability with Psychometrics and Crowdsourcing

Catherine Chen, Carsten Eickhoff

Comments 11 pages, 4 figures, accepted at SIGIR 2024 as full paper

Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?

Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Mohammad Aliannejadi, Andrew Yates, Maarten de Rijke

Comments To appear at SIGIR'24

Faster Learned Sparse Retrieval with Block-Max Pruning

Antonio Mallia, Torten Suel, Nicola Tonellotto

Comments SIGIR 2024 (short paper track)

"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"

Andrew Parry, Debasis Ganguly, Manish Chandra

Comments 9 Pages, 3 Figures, Accepted as Perspective paper to SIGIR 2024

Multi-intent-aware Session-based Recommendation

Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee

Comments SIGIR 2024. 5 pages

Language Fairness in Multilingual Information Retrieval

Eugene Yang, Thomas Jänich, James Mayfield, Dawn Lawrie

Comments 5 pages, 1 figure, accepted at SIGIR 2024 as short paper

Distillation for Multilingual Information Retrieval

Eugene Yang, Dawn Lawrie, James Mayfield

Comments 6 pages, 1 figure, accepted at SIGIR 2024 as short paper

PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval

Dawn Lawrie, Efsun Kayi, Eugene Yang, James Mayfield, Douglas W. Oard

Comments 5 pages, 1 figure, accepted at SIGIR 2024 as short paper

Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation

Yoori Oh, Yoseob Han, Kyogu Lee

Comments Accepted at SIGIR 2024 short paper track

Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph

Zhiyu Fang, Shuai-Long Lei, Xiaobin Zhu, Chun Yang, Shi-Xue Zhang, Xu-Cheng Yin, Jingyan Qin

Comments Accepted by SIGIR 2024 (the Full paper track, camera ready version)

Course Recommender Systems Need to Consider the Job Market

Jibril Frej, Anna Dai, Syrielle Montariol, Antoine Bosselut, Tanja Käser

Comments accepted at SIGIR 2024 as a perspective paper. Camera Ready will come soon

QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims

Venktesh V, Abhijit Anand, Avishek Anand, Vinay Setty

Comments 11 pages, 1 figure,Accepted for publication at the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024)

FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking

Vinay Setty

Comments Accepted in SIGIR 2024 (demo track)

Interest Clock: Time Perception in Real-Time Streaming Recommendation System

Yongchun Zhu, Jingwu Chen, Ling Chen, Yitan Li, Feng Zhang, Zuotao Liu

Comments Accepted by SIGIR 2024

SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval

Zihao Li, Yuyi Ao, Jingrui He

Comments Accepted by SIGIR 2024, Camera Ready Version

Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs

Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke

Comments Accepted at SIGIR 2024 long paper track