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Semi-supervised Learning
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Semi-supervised Learning
LLM aided semi-supervision for efficient Extractive Dialog Summarization
Generating high-quality summaries for chat dialogs often requires large labeled datasets. We propose a method to efficiently use …
Nishant Mishra
,
Gaurav Sahu
,
Iacer Calixto
,
Ameen Abu-Hanna
,
Issam H. Laradji
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
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TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification
The ability to detect intent in dialogue systems has become increasingly important in modern technology. These systems often generate a …
Nicholas Botzer
,
David Vazquez
,
Tim Weninger
,
Issam H. Laradji
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
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SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction
Recent work has made significant progress in learning object meshes with weak supervision. Soft Rasterization methods have achieved …
Issam H. Laradji
,
Pau Rodriguez
,
David Vazquez
,
Derek Nowrouzezahrai
Workshop at the International Conference on Computer Vision (ICCV), 2021.
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Citation
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Accurate Supervised and Semi-Supervised Machine Reading for Long Documents
We introduce a hierarchical architecture for machine reading capable of extracting precise information from long documents. The model …
Daniel Hewlett
,
Llion Jones
,
Alexandre Lacoste
,
Izzeddin Gur
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017.
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