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Summary of machine learning papers
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Reading: (Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection
#276
a1da4
opened
4 months ago
0
Reading: Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models
#275
a1da4
opened
4 months ago
0
Reading: WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings
#274
a1da4
opened
4 months ago
1
Reading: XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE
#273
a1da4
opened
11 months ago
0
Reading: Substitution-based Semantic Change Detection using Contextual Embeddings
#272
a1da4
opened
11 months ago
0
Reading: Latent Space Oddity: on the Curvature of Deep Generative Models
#271
a1da4
opened
1 year ago
0
Reading: Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning
#270
a1da4
opened
1 year ago
0
Reading: Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity
#269
a1da4
opened
1 year ago
0
Reading: Measuring Intersectional Biases in Historical Documents
#268
a1da4
opened
1 year ago
0
Reading: Representation Of Lexical Stylistic Features In Language Models' Embedding Space
#267
a1da4
opened
1 year ago
0
Reading: A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models
#266
a1da4
opened
1 year ago
0
Reading: Characterizing and Measuring Linguistic Dataset Drift
#265
a1da4
opened
1 year ago
0
Reading: Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis
#264
a1da4
opened
1 year ago
0
Reading: Contextualized Word Vector-based Methods for Discovering Semantic Differences with No Training nor Word Alignment
#263
a1da4
opened
1 year ago
0
Reading: Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting
#262
a1da4
opened
1 year ago
0
Reading: Adversarial Concept Erasure in Kernel Space
#261
a1da4
opened
1 year ago
0
Reading: Temporal Effects on Pre-trained Models for Language Processing Tasks
#260
a1da4
opened
1 year ago
1
Reading: Time Waits for No One! Analysis and Challenges of Temporal Misalignment
#259
a1da4
opened
1 year ago
0
Reading: On the Sentence Embeddings from Pre-trained Language Models
#258
a1da4
opened
1 year ago
0
Reading: On the Transformaion of Latent Space in Fine-Tuned NLP Models
#257
a1da4
opened
1 year ago
0
Reading: Measuring Context-Word Biases in Lexical Semantic Datasets
#256
a1da4
opened
1 year ago
0
Reading: Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport
#255
a1da4
opened
1 year ago
0
Reading: IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces
#254
a1da4
opened
1 year ago
0
Reading: SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation
#253
a1da4
opened
1 year ago
0
Reading: Time-aware Prompting for Text Generation
#252
a1da4
opened
1 year ago
0
Reading: Skip-Gram − Zipf + Uniform = Vector Additivity
#251
a1da4
opened
1 year ago
0
Reading: Metaphorical Polysemy Detection: Conventional Metaphor meets Word Sense Disambiguation
#250
a1da4
opened
1 year ago
0
Reading: IsoScore: Measuring the Uniformity of Embedding Space Utilization
#249
a1da4
opened
1 year ago
0
Reading: An Isotropy Analysis in the Multilingual BERT Embedding Space
#248
a1da4
opened
1 year ago
0
Reading: Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs
#247
a1da4
opened
1 year ago
0
Reading: Effect of Post-processing on Contextualized Word Representations
#246
a1da4
opened
1 year ago
0
Reading: The Geometry of Multilingual Language Model Representations
#245
a1da4
opened
1 year ago
0
Reading: Visualizing and Measuring the Geometry of BERT
#244
a1da4
opened
1 year ago
1
Reading: Mind the Gap: Assessing Temporal Generalization in Neural Language Models
#243
a1da4
opened
1 year ago
0
Reading: The Dependence on Frequency of Word Embedding Similarity Measures
#242
a1da4
opened
1 year ago
0
Reading: Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change
#241
a1da4
opened
1 year ago
0
Reading: Revisiting Statistical Laws of Semantic Shift in Romance Cognates
#240
a1da4
opened
1 year ago
0
Reading: Time-Aware Language Models as Temporal Knowledge Bases
#239
a1da4
opened
1 year ago
1
Reading: An Isotropy Analysis in the Multilingual BERT Embedding Space
#238
a1da4
opened
1 year ago
0
Reading: Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings
#237
a1da4
opened
1 year ago
0
Reading: Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words
#236
a1da4
opened
1 year ago
0
Reading: DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages
#235
a1da4
opened
2 years ago
0
Reading: A Computational Evaluation of Two Laws of Semantic Change
#234
a1da4
opened
2 years ago
0
Reading: LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
#233
a1da4
opened
2 years ago
0
Reading: Temporal Attention for Language Models
#232
a1da4
opened
2 years ago
1
Reading: HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis
#231
a1da4
opened
2 years ago
0
Reading: Unsupervised Alignment of Distributional Word Embeddings
#230
a1da4
opened
2 years ago
0
Reading: Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
#229
a1da4
opened
2 years ago
0
Reading: A bottom up approach to category mapping and meaning change
#228
a1da4
opened
2 years ago
0
Reading: Biased Random Walk based Social Regularization for Word Embeddings
#227
a1da4
opened
2 years ago
0
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