WebJan 21, 2024 · Star 26. Code. Issues. Pull requests. Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the … WebMay 15, 2024 · Semantic labeling for high resolution aerial images is a fundamental and necessary task in remote sensing image analysis. It is widely used in land-use surveys, change detection, and environmental protection. Recent researches reveal the superiority of Convolutional Neural Networks (CNNs) in this task. However, multi-scale object …
Poolingformer: Long Document Modeling with Pooling Attention
WebThe Natural Questions Dataset. To help spur development in open-domain question answering, we have created the Natural Questions (NQ) corpus, along with a challenge website based on this data. The NQ corpus contains questions from real users, and it requires QA systems to read and comprehend an entire Wikipedia article that may or may … Web062 ument length from 512 to 4096 words with opti- 063 mized memory and computation costs. Further-064 more, some other recent attempts, e.g. inNguyen 065 et al.(2024), have not been successful in processing 066 long documents that are longer than 2048, partly 067 because they add another small transformer mod- 068 ule, which consumes many … dickies straight leg carpenter pants
Museformer: Transformer with Fine- and Coarse-Grained Attention …
WebMay 10, 2024 · In this paper, we introduce a two-level attention schema, Poolingformer, for long document modeling. Its first level uses a smaller sliding window pattern to aggregate … Web200311 Improved Baselines with Momentum Contrastive Learning #contrastive_learning. 200318 A Metric Learning Reality Check #metric_learning. 200324 A Systematic … WebJul 25, 2024 · #poolingformer #icml2024 #transformers #nlprocPart 1 of the Explanation of the paper - Poolingformer: Long Document Modeling with Pooling Attention.Part 2 co... citizen watch 6031