Vanessa Murdock

Orcid: 0000-0003-1682-0081

Affiliations:
  • Amazon Research, USA


According to our database1, Vanessa Murdock authored at least 68 papers between 2001 and 2024.

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Bibliography

2024
WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Why Do Customers Return Products? Using Customer Reviews to Predict Product Return Behaviors.
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, 2024

2023
Mixed Methods Machine Learning.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Searching for Products in Virtual Reality: Understanding the Impact of Context and Result Presentation on User Experience.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Characterizing and Identifying Socially Shared Self-Descriptions in Product Reviews.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Bias Invariant Approaches for Improving Word Embedding Fairness.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Letter from the Chair.
SIGIR Forum, December, 2022

Trade-offs in Sampling and Search for Early-stage Interactive Text Classification.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Helping People Shop on Alexa.
Proceedings of the Extraction et Gestion des Connaissances, 2022

Leveraging Customer Reviews for E-commerce Query Generation.
Proceedings of the Advances in Information Retrieval, 2022

Pairwise Review-Based Explanations for Voice Product Search.
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022

Helping Voice Shoppers Make Purchase Decisions.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
XMRec: Workshop on Cross-Market Recommendation.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
Challenges and research opportunities in eCommerce search and recommendations.
SIGIR Forum, 2020

The Role of Attributes in Product Quality Comparisons.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

2018
Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text.
Found. Trends Inf. Retr., 2018

ACM RecSys 2018 Late-Breaking Results Proceedings.
CoRR, 2018

Transparent Tree Ensembles.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

ACM recsys'18 late-breaking results (posters).
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2016
Second Workshop on Search and Exploration of X-Rated Information (SEXI'16): WSDM Workshop Summary.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

2015
Location in Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Inter-Category Variation in Location Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

SIGIR 2015 Workshop on Temporal, Social and Spatially-aware Information Access (#TAIA2015).
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

2014
Dynamic location models.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

SIGIR 2014 workshop on temporal, social and spatially-aware information access (#TAIA2014).
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Two Ways of Thinking About Where People Go.
Proceedings of the 4th International Workshop on Location and the Web, 2014

Augmenting Business Entities with Salient Terms from Twitter.
Proceedings of the COLING 2014, 2014

2013
Georeferencing in Social Networks.
Proceedings of the Social Media Retrieval, 2013

Report on the workshop on search and exploration of x-rated information (SEXI 2013).
SIGIR Forum, 2013

Report on the fifth workshop on exploiting semantic annotations in information retrieval (ESAIR'12).
SIGIR Forum, 2013

Modeling locations with social media.
Inf. Retr., 2013

Search and exploration of X-Rated information (SEXI 2013).
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

2012
ECIR 2012: 34th european conference on information retrieval research.
SIGIR Forum, 2012

GLOCAL: event-based retrieval of networked media.
Proceedings of the 21st World Wide Web Conference, 2012

Mining the web for points of interest.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Gender-based models of location from flickr.
Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia, 2012

Fifth workshop on exploiting semantic annotations in information retrieval: ESAIR"12).
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Your mileage may vary: on the limits of social media.
ACM SIGSPATIAL Special, 2011

Automatic tagging and geotagging in video collections and communities.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Working Notes for the Placing Task at MediaEval 2011.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Individual behavior and social influence in online social systems.
Proceedings of the HT'11, 2011

Computational geography.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

"I'm eating a sandwich in Glasgow": modeling locations with tweets.
Proceedings of the 3rd International CIKM Workshop on Search and Mining User-Generated Contents, 2011

2010
Current research in focused retrieval and result aggregation.
Inf. Retr., 2010


Image Retrieval in a Commercial Setting.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Placing flickr photos on a map.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Efficiency trade-offs in two-tier web search systems.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2008
Design trade-offs for search engine caching.
ACM Trans. Web, 2008

Workshop on aggregated search.
SIGIR Forum, 2008

Ellen Voorhees and Donna Harman (eds): TREC Experiment and Evaluation in Information Retrieval.
Inf. Retr., 2008

Online learning from click data for sponsored search.
Proceedings of the 17th International Conference on World Wide Web, 2008

Diversifying image search with user generated content.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Improved query difficulty prediction for the web.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

To swing or not to swing: learning when (not) to advertise.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Aspects of sentence retrieval.
SIGIR Forum, 2007

Identifying and improving retrieval for procedural questions.
Inf. Process. Manag., 2007

Using Interactions to Improve Translation Dictionaries: UNC, Yahoo! and ciQA.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Know your neighbors: web spam detection using the web topology.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

The impact of caching on search engines.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

A noisy-channel approach to contextual advertising.
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising, 2007

2005
A Translation Model for Sentence Retrieval.
Proceedings of the HLT/EMNLP 2005, 2005

2002
Task orientation in question answering.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Bootstrapping Bilingual Data using Consensus Translation for a Multilingual Instant Messaging System.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Features of documents relevant to task- and fact-oriented questions.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Finding Code on the World Wibe Web: A Preliminary Investigation.
Proceedings of the 1st IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2001), 2001


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