TEXTOIR VS slot-attention

Compare TEXTOIR vs slot-attention and see what are their differences.

TEXTOIR

TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021) (by thuiar)
open-classification Natural Language Processing dialogue-systems intent-recognition Clustering deep-neural-networks Bert intent-discovery Artificial intelligence acl2021
Source Code
github.com
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slot-attention

Implementation of Slot Attention from GoogleAI (by lucidrains)
Artificial intelligence Deep Learning attention-mechanism Clustering
Source Code
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TEXTOIR slot-attention
1 1
179 350
4.5% -
7.7 10.0
3 months ago over 1 year ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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TEXTOIR

Posts with mentions or reviews of TEXTOIR. We have used some of these posts to build our list of alternatives and similar projects.
  • [D] Extracting next action from conversation
    1 project | /r/MachineLearning | 8 Jun 2022
    - Intent extraction models such as https://github.com/thuiar/textoir. My problem with this approach is that they are multi-label classifiers and usually focused on single-sentence classification "Can you get me a table?" would be assigned to the "Reservation" label. I feel that I would lose information such as "Meet at 10PM in this address."

slot-attention

Posts with mentions or reviews of slot-attention. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing TEXTOIR and slot-attention you can also consider the following projects:

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

soundstorm-pytorch - Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch

clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

perceiver-pytorch - Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

performer-pytorch - An implementation of Performer, a linear attention-based transformer, in Pytorch

flamingo-pytorch - Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

alphafold2 - To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

x-transformers - A simple but complete full-attention transformer with a set of promising experimental features from various papers

TEXTOIR vs transformers slot-attention vs soundstorm-pytorch TEXTOIR vs clip-as-service slot-attention vs perceiver-pytorch slot-attention vs performer-pytorch slot-attention vs flamingo-pytorch slot-attention vs DALLE-pytorch slot-attention vs alphafold2 slot-attention vs x-transformers