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Hits 401 – 420 of 19.905

401
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ...
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402
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ...
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403
Fine-Grained Spatial Information Extraction in Radiology as Two-turn Question Answering ...
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404
6B: Resources and Evaluation #1 ...
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405
Dynamic Contextualized Word Embeddings ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.542 Abstract: Static word embeddings that represent words by a single vector cannot capture the variability of word meaning in different linguistic and extralinguistic contexts. Building on prior work on contextualized and dynamic word embeddings, we introduce dynamic contextualized word embeddings that represent words as a function of both linguistic and extralinguistic context. Based on a pretrained language model (PLM), dynamic contextualized word embeddings model time and social space jointly, which makes them attractive for a range of NLP tasks involving semantic variability. We highlight potential application scenarios by means of qualitative and quantitative analyses on four English datasets. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://underline.io/lecture/25773-dynamic-contextualized-word-embeddings
https://dx.doi.org/10.48448/zv6g-2442
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406
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes ...
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407
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ...
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408
Towards Zero-Shot Knowledge Distillation for Natural Language Processing ...
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409
Corrected CBOW Performs as well as Skip-gram ...
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410
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ...
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411
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations ...
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412
Automatic Text Evaluation through the Lens of Wasserstein Barycenters ...
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413
Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting ...
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414
PSED: A Dataset for Selecting Emphasis in Presentation Slides ...
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415
Benchmarking Neural Topic Models: An Empirical Study ...
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416
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa ...
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417
Meta Distant Transfer Learning for Pre-trained Language Models ...
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418
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ...
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419
Plot and Rework: Modeling Storylines for Visual Storytelling ...
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420
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ...
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