conftrace_

pointwise mutual information

38 papers

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Also known as

PMI

Co-occurring keywords

word embedding (1764) language model (4599) pretrained language model (1030) negative sampling (196) question answering (2963) text classification (6793) matrix factorization (529) representation learning (6206) semantic similarity (910) masked language modeling (316)

Papers

What the Vec? Towards Probabilistically Grounded Embeddings NIPS 2019
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling ACL 2019
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference NAACL 2019
Commonsense Knowledge Mining from Pretrained Models EMNLP 2019
Medical Concept Representation Learning from Multi-source Data IJCAI 2019
Combining Information-Weighted Sequence Alignment and Sound Correspondence Models for Improved Cognate Detection COLING 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection SEMEVAL 2018
A Simple Language Model based on PMI Matrix Approximations EMNLP 2017
RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list SEMEVAL 2017
IITPB at SemEval-2017 Task 5: Sentiment Prediction in Financial Text SEMEVAL 2017
Neural Word Embedding as Implicit Matrix Factorization NIPS 2014
Streaming Pointwise Mutual Information NIPS 2009