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08/30/2022
MC^2: Rigorous and Efficient Directed Greybox Fuzzing
Directed greybox fuzzing is a popular technique for targeted software te...
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03/22/2022
Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis
Seed scheduling, the order in which seeds are selected, can greatly affe...
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12/07/2020
Benchmarking Intent Detection for Task-Oriented Dialog Systems
Intent detection is a key component of modern goal-oriented dialog syste...
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10/23/2020
Multilingual BERT Post-Pretraining Alignment
We propose a simple method to align multilingual contextual embeddings a...
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02/04/2020
Iterative Data Programming for Expanding Text Classification Corpora
Real-world text classification tasks often require many labeled training...
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09/08/2019
Fine Grained Dataflow Tracking with Proximal Gradients
Dataflow tracking with Dynamic Taint Analysis (DTA) is an important meth...
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05/31/2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning
Our work involves enriching the Stack-LSTM transition-based AMR parser (...
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04/29/2019
Assimilation of semi-qualitative sea ice thickness data with the EnKF-SQ
A newly introduced stochastic data assimilation method, the Ensemble Kal...
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12/14/2018
Bootstrapping Conversational Agents With Weak Supervision
Many conversational agents in the market today follow a standard bot dev...
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04/20/2018