- Assessing the Reliability of Word Embedding Gender Bias Measures
2021/09/10 by Yupei Du, Qixiang Fang, Du, Yupei +3 · 1 citation
Computer Science · Mathematics · Psychology · Social Sciences · #Artificial intelligence #Authorship Attribution and Profiling #Computation and Language (cs.CL) #Computer science #Consistency (knowledge bases) #Data mining #Econometrics #Embedding #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internal consistency #Language and cultural evolution #Mathematics #Measure (data warehouse) #Psychology #Psychometrics #Quality (philosophy) #Reliability (semiconductor) #Statistics #Word (group theory) #Word embedding #cs.CL
- Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
2021/03/29 by Wenkai Yang, Yang, Wenkai, Lei Li +9 · 14 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Artificial intelligence #Backdoor #Code (set theory) #Computation and Language (cs.CL) #Computer science #Computer security #Embedding #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine learning #Mathematics #Natural language processing #Programming language #Proxy (statistics) #Sentence #Task (project management) #Topic Modeling #Vulnerability (computing) #Word (group theory) #Word embedding #Word2vec #cs.CL
- Top2Vec: Distributed Representations of Topics
2020/08/19 by Dimo Angelov, Angelov, Dimo · 25 citations
Computer Science · Mathematics · #Advanced Text Analysis Techniques #Artificial intelligence #Computation and Language (cs.CL) #Computer science #Embedding #FOS: Computer and information sciences #Generative grammar #Information retrieval #Latent Dirichlet allocation #Lemmatisation #Linguistics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Natural language processing #Popularity #Probabilistic latent semantic analysis #Probabilistic logic #Programming language #Representation (politics) #Semantics (computer science) #Similarity (geometry) #Topic Modeling #Topic model #Word (group theory) #Word embedding #cs.CL #cs.LG #stat.ML
- What the Vec? Towards Probabilistically Grounded Embeddings
2018/05/30 by Carl Allen, Ivana Balažević, Allen, Carl +4 · 1 citation
Computer Science · Mathematics · #Advanced Graph Neural Networks #Architecture #Artificial intelligence #Computation and Language (cs.CL) #Computer science #Embedding #FOS: Computer and information sciences #Field (mathematics) #Graph embedding #Knowledge graph #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics #Natural Language Processing Techniques #Natural language processing #Semantic similarity #Similarity (geometry) #Simple (philosophy) #Theoretical computer science #Topic Modeling #Variety (cybernetics) #Word (group theory) #Word embedding #Word2vec #cs.CL #cs.LG #stat.ML
- Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes
2017/11/22 by Nikhil Garg, Londa Schiebinger, Dan Jurafsky +1 · 1 voice · 9 citations
Computer Science · Physics and Astronomy · Social Sciences · #Anthropology #Artificial intelligence #Cartography #Census #Computational and Text Analysis Methods #Computer science #Demography #Dynamics (music) #Embedding #Ethnic group #Geography #Immigration #Intersection (aeronautics) #Language and cultural evolution #Linguistics #Opinion Dynamics and Social Influence #Population #Sociology #Word (group theory) #Word embedding #cs.CL #cs.CY
- Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification
2017/04/15 by Xiang Bai, Bai, Xiang, Mingkun Yang +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Convolutional neural network #Embedding #FOS: Computer and information sciences #Focus (optics) #Handwritten Text Recognition Techniques #Image (mathematics) #Image Retrieval and Classification Techniques #Image retrieval #Machine learning #Margin (machine learning) #Natural language processing #Pattern recognition (psychology) #Relevance (law) #Representation (politics) #Semantics (computer science) #Visual Word #Word (group theory) #Word embedding #cs.CV
- Semantics derived automatically from language corpora contain human-like biases
2016/08/31 by Aylin Caliskan, Joanna J. Bryson, Arvind Narayanan · 28 citations
Computer Science · Neuroscience · Psychology · Social Sciences · #Artificial intelligence #Authorship Attribution and Profiling #Cognitive psychology #Computer science #Embedding #Ethics and Social Impacts of AI #Information retrieval #Linguistics #Natural language processing #Prejudice (legal term) #Psychology #Psychology of Moral and Emotional Judgment #Replicate #Semantics (computer science) #Social psychology #Test (biology) #Word (group theory) #Word embedding #cs.AI #cs.CL #cs.CY #cs.LG #sort
- Bayesian Neural Word Embedding
2016/03/21 by Oren Barkan, Barkan, Oren · 1 citation
Computer Science · Mathematics · #Analogy #Artificial intelligence #Bayesian probability #Computation and Language (cs.CL) #Computer science #Embedding #FOS: Computer and information sciences #Language model #Machine Learning (cs.LG) #Mathematics #Natural Language Processing Techniques #Natural language processing #Scalability #Speech Recognition and Synthesis #Topic Modeling #Word (group theory) #Word embedding #Word2vec #cs.CL #cs.LG