Recipe-MPR: A Test Collection for Evaluating Multi-aspect Preference-based Natural Language Retrieval

Author:

Zhang Haochen1ORCID,Korikov Anton1ORCID,Farinneya Parsa1ORCID,Abdollah Pour Mohammad Mahdi1ORCID,Bharadwaj Manasa2ORCID,Pesaranghader Ali2ORCID,Huang Xi Yu1ORCID,Lok Yi Xin1ORCID,Wang Zhaoqi1ORCID,Jones Nathan1ORCID,Sanner Scott3ORCID

Affiliation:

1. University of Toronto, Toronto, ON, Canada

2. LG Electronics, Toronto AI Lab, Toronto, ON, Canada

3. University of Toronto & Vector Institute of Artificial Intelligence, Toronto, ON, Canada

Funder

LG Electronics, Toronto AI Lab

Publisher

ACM

Reference46 articles.

1. Self-supervised Contrastive BERT Fine-tuning for Fusion-Based Reviewed-Item Retrieval

2. Steven Bird , Ewan Klein , and Edward Loper . 2009. Natural language processing with Python: analyzing text with the natural language toolkit. "O'Reilly Media , Inc .". Steven Bird, Ewan Klein, and Edward Loper. 2009. Natural language processing with Python: analyzing text with the natural language toolkit. "O'Reilly Media, Inc.".

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems Vol. 33 (2020) 1877--1901.

4. Oana-Maria Camburu , Tim Rockt"aschel, Thomas Lukasiewicz , and Phil Blunsom . 2018 . e-SNLI: Natural language inference with natural language explanations . Advances in Neural Information Processing Systems , Vol. 31 (2018). Oana-Maria Camburu, Tim Rockt"aschel, Thomas Lukasiewicz, and Phil Blunsom. 2018. e-SNLI: Natural language inference with natural language explanations. Advances in Neural Information Processing Systems, Vol. 31 (2018).

5. Christopher Clark , Kenton Lee , Ming-Wei Chang , Tom Kwiatkowski , Michael Collins , and Kristina Toutanova . 2019. BoolQ: Exploring the surprising difficulty of natural yes/no questions. arXiv preprint arXiv:1905.10044 ( 2019 ). Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, and Kristina Toutanova. 2019. BoolQ: Exploring the surprising difficulty of natural yes/no questions. arXiv preprint arXiv:1905.10044 (2019).

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