Publications (41)
Ten Blue Links on Mars
Charles L. A. Clarke, Gordon V. Cormack, Jimmy Lin +1
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering
Royal Sequiera, Gaurav Baruah, Zhucheng Tu +4
Adaptive Pruning of Neural Language Models for Mobile Devices
Raphael Tang, Jimmy Lin
Sapphire: Querying RDF Data Made Simple
Ahmed El-Roby, Khaled Ammar, Ashraf Aboulnaga +1
Simple Applications of BERT for Ad Hoc Document Retrieval
Wei Yang, Haotian Zhang, Jimmy Lin
Learning to Discover Key Moments in Social Media Streams
Cody Buntain, Jimmy Lin, Jennifer Golbeck
Distant Supervision for Topic Classification of Tweets in Curated Streams
Salman Mohammed, Nimesh Ghelani, Jimmy Lin
An Exploration of Approaches to Integrating Neural Reranking Models in Multi-Stage Ranking Architectures
Zhucheng Tu, Matt Crane, Royal Sequiera +2
An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting
Raphael Tang, Weijie Wang, Zhucheng Tu +1
Progress and Tradeoffs in Neural Language Models
Raphael Tang, Jimmy Lin
Monoidify! Monoids as a Design Principle for Efficient MapReduce Algorithms
Jimmy Lin
Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture
Gilad Mishne, Jeff Dalton, Zhenghua Li +2
Simple BERT Models for Relation Extraction and Semantic Role Labeling
Peng Shi, Jimmy Lin
The Effects of Latency Penalties in Evaluating Push Notification Systems
Luchen Tan, Jimmy Lin, Adam Roegiest +1
Dynamic Memory Allocation Policies for Postings in Real-Time Twitter Search
Nima Asadi, Jimmy Lin, Michael Busch
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks
Raphael Tang, Yao Lu, Linqing Liu +3
Fast, Incremental Inverted Indexing in Main Memory for Web-Scale Collections
Nima Asadi, Jimmy Lin
On the Feasibility and Implications of Self-Contained Search Engines in the Browser
Jimmy Lin
The Unified Logging Infrastructure for Data Analytics at Twitter
George Lee, Jimmy Lin, Chuang Liu +2
Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting
Raphael Tang, Jimmy Lin
The Simplest Thing That Can Possibly Work: Pseudo-Relevance Feedback Using Text Classification
Jimmy Lin
Afterburner: The Case for In-Browser Analytics
Kareem El Gebaly, Jimmy Lin
Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks
Raphael Tang, Gefei Yang, Hong Wei +3
Identifying Duplicate and Contradictory Information in Wikipedia
Sarah Weissman, Samet Ayhan, Joshua Bradley +1
In-Browser Split-Execution Support for Interactive Analytics in the Cloud
Kareem El Gebaly, Jimmy Lin
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams
Jinfeng Rao, Hua He, Haotian Zhang +4
Runtime Optimizations for Prediction with Tree-Based Models
Nima Asadi, Jimmy Lin, Arjen P. de Vries
A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version)
Jimmy Lin, Gilad Mishne
NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud
Abdul Quamar, Amol Deshpande, Jimmy Lin
FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks
Raphael Tang, Ashutosh Adhikari, Jimmy Lin
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks
Jinfeng Rao, Ferhan Ture, Hua He +2
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search
Jinfeng Rao, Wei Yang, Yuhao Zhang +2
Matching Entities Across Different Knowledge Graphs with Graph Embeddings
Michael Azmy, Peng Shi, Jimmy Lin +1
Evaluation-as-a-Service: Overview and Outlook
Allan Hanbury, Henning Müller, Krisztian Balog +11
Deep Residual Learning for Small-Footprint Keyword Spotting
Raphael Tang, Jimmy Lin
Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed, Peng Shi, Jimmy Lin
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
Wei Yang, Yuqing Xie, Luchen Tan +3
JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis
Jaejun Lee, Raphael Tang, Jimmy Lin
MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail!
Jimmy Lin
Serverless Data Analytics with Flint
Youngbin Kim, Jimmy Lin
Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems
J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin