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CtcdecoderConnectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python.
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swig-srilmSWIG Wrapper for the SRILM toolkit
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gdcCode for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"
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KB-ALBERTKB국민은행에서 제공하는 경제/금융 도메인에 특화된 한국어 ALBERT 모델
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mlp-gpt-jaxA GPT, made only of MLPs, in Jax
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cscgCode Generation as a Dual Task of Code Summarization.
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personality-predictionExperiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)
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language-plannerOfficial Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
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COCO-LM[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
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PCPMPresenting Collection of Pretrained Models. Links to pretrained models in NLP and voice.
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Text Summarizer PytorchPytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
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open clipAn open source implementation of CLIP.
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gap-text2sqlGAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
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gpt-j-apiAPI for the GPT-J language model 🦜. Including a FastAPI backend and a streamlit frontend
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calmContext Aware Language Models
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MinTLMinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
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rnn-theanoRNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
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minGPT-TFA minimal TF2 re-implementation of the OpenAI GPT training
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PLBARTOfficial code of our work, Unified Pre-training for Program Understanding and Generation [NAACL 2021].
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Seq2seq chatbot new基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs
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backpropBackprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
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TS3000 TheChatBOTIts a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
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gpt-jA GPT-J API to use with python3 to generate text, blogs, code, and more
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dasher-webDasher text entry in HTML, CSS, JavaScript, and SVG
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mongolian-nlpUseful resources for Mongolian NLP
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lm-scorer📃Language Model based sentences scoring library
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CoLAKECOLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding
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beam searchBeam search for neural network sequence to sequence (encoder-decoder) models.
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FNet-pytorchUnofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
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CharLMCharacter-aware Neural Language Model implemented by PyTorch
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LM-CNLCChinese Natural Language Correction via Language Model
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asr2424-hour Automatic Speech Recognition
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Image-CaptionUsing LSTM or Transformer to solve Image Captioning in Pytorch
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Vaaku2VecLanguage Modeling and Text Classification in Malayalam Language using ULMFiT
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pd3f🏭 PDF text extraction pipeline: self-hosted, local-first, Docker-based
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TF-NNLM-TKA toolkit for neural language modeling using Tensorflow including basic models like RNNs and LSTMs as well as more advanced models.
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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Seq2seq基于Pytorch的中文聊天机器人 集成BeamSearch算法
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rnnt decoder cudaAn efficient implementation of RNN-T Prefix Beam Search in C++/CUDA.
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minimal-nmtA minimal nmt example to serve as an seq2seq+attention reference.
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Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
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subword-lstm-lmLSTM Language Model with Subword Units Input Representations
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transformerNeutron: A pytorch based implementation of Transformer and its variants.
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