Simplified Data Wrangling with ir_datasets

3 March 2021

Arman Cohan

Papers citing "Simplified Data Wrangling with ir_datasets"

28 / 28 papers shown

Title
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort Sriram Gopalakrishnan Sunandita Patra 29 0 0 07 May 2025
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records Jesus Lovon Thouria Ben-Haddi Jules Di Scala José G. Moreno L. Tamine 60 2 0 29 Apr 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 85 0 0 16 Apr 2025
An Adaptive Vector Index Partitioning Scheme for Low-Latency RAG Pipeline Joo-Young Kim Divya Mahajan VLM 178 0 0 11 Apr 2025
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long Documents Emmanouil Georgios Lionis Jia-Huei Ju RALM 47 0 0 31 Mar 2025
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer Andreas Chari Sean MacAvaney Iadh Ounis 44 0 0 28 Mar 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 33 0 0 28 Mar 2025
Reproducibility and Artifact Consistency of the SIGIR 2022 Recommender Systems Papers Based on Message Passing Maurizio Ferrari Dacrema Michael Benigni Nicola Ferro 44 0 0 10 Mar 2025
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval Hossein A. Rahmani Xi Wang Emine Yilmaz Nick Craswell Bhaskar Mitra Paul Thomas 87 4 0 28 Jan 2025
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 44 5 0 20 Jun 2024
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback Kaustubh D. Dhole Ramraj Chandradevan Eugene Agichtein 21 1 0 27 May 2024
ir_explain: a Python Library of Explainable IR Methods Shri Kiran Srinivasan Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 68 1 0 29 Apr 2024
SPLADE-v3: New baselines for SPLADE Carlos Lassance Hervé Déjean Thibault Formal S. Clinchant 32 25 0 11 Mar 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 32 3 0 29 Jan 2024
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation Eugene Yang Dawn J Lawrie J. Mayfield Douglas W. Oard Scott Miller FedML VLM 40 10 0 09 Jan 2024
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 29 12 0 03 Jun 2023
Adapting Learned Sparse Retrieval for Long Documents Thong Nguyen Sean MacAvaney Andrew Yates 28 9 0 29 May 2023
Report from Dagstuhl Seminar 23031: Frontiers of Information Access Experimentation for Research and Education Christine Bauer Ben Carterette Nicola Ferro N. Fuhr 3DV 26 4 0 18 Apr 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 34 19 0 08 Jan 2023
Modified Query Expansion Through Generative Adversarial Networks for Information Extraction in E-Commerce Altan Cakir Mert Gürkan 48 2 0 30 Dec 2022
Query-Specific Knowledge Graphs for Complex Finance Topics Iain Mackie Jeffrey Stephen Dalton 11 2 0 08 Nov 2022
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding Leonid Boytsov David Akinpelu Tianyi Lin Fangwei Gao Yutian Zhao Jeffrey Huang Nipun Katyal Eric Nyberg 47 9 0 04 Jul 2022
C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval Eugene Yang Suraj Nair Ramraj Chandradevan Rebecca Iglesias-Flores Douglas W. Oard RALM CLL 45 19 0 25 Apr 2022
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction Sebastian Hofstatter Omar Khattab Sophia Althammer Mete Sertkan Allan Hanbury 27 33 0 24 Mar 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 264 975 0 17 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 369 0 15 Feb 2021
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 23 49 0 02 Nov 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 468 0 17 Mar 2020