slot-filling

There are 93 repositories under slot-filling topic.

  • CTran

    Complete code for the proposed CNN-Transformer model for natural language understanding.

    Language:Jupyter Notebook21

  • Chatbot-Slot-Filling

    Chatbot slot filling based on LLM + langchian｜多轮对话槽值填充。

    Language:Python18

  • slotminer

    Tool for slot extraction from text

    Language:Python16

  • MISCA

    MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)

    Language:Python15

  • Slot-Filling

    Spoken Language Understanding(SLU)/Slot Filling(语义槽填充) in PyTorch

    Language:Perl14

  • Slotfilling

    Using Tensorflow to train a slot-filling & intent joint model

    Language:Python14

  • intent_and_slot_classification

    One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

    Language:Python13

  • Chinese-NER-InjectDictRule

    named entity recognition combined with rule from entity dict

    Language:Python12

  • nlu-jointbert-dl2021

    Repository for the course project of Deep Learning for Speech and Natural Language Processing at Universität Stuttgart.

    Language:Jupyter Notebook9

  • task_oriented_dialog_agent

    Dialog agent for handling task oriented chat

    Language:Python8

  • GERNERMED-pp

    GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.

    Language:Python7

  • OpenUE

    An Open-Source Package for Universal Extraction (UE)

    Language:Python7

  • MicroWeatherBot_EN

    基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework

    Language:Python7

  • JPIS

    JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)

    Language:Python6

  • extract_covid_entity

    Codebase accompanying the paper "Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets" - WNUT @ EMNLP 2020

    Language:Python5

  • Slot-Gated-Modeling-for-Joint-Slot-Filling-and-Intent-Prediction

    Code parsing and paper parsing for "Slot-Gated Modeling for Joint Slot Filling and Intent Prediction"

    Language:Python5

  • NLU-Benchmark

    Natural Language Understanding(NLU) benchmark for closed domain chatbot and task-oriented artificial intelligence secretary system

    Language:Python4

  • NLP_Projects

    A collection of projects built using PyTorch & NLTK implementing Deep Learning Models for NLP-related tasks

    Language:Jupyter Notebook4

  • weather-flight-bot

    Weather-Flight-Bot, a combined model of semantics slot-filling and intent detection powered by neural network (LSTM and CNN layers).

    Language:Jupyter Notebook4

  • NLU_Intent_and_Slot

    Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models

    Language:Jupyter Notebook3

  • nlu-with-bert

    Natural Language Understanding with BERT

    Language:HTML3

  • Hands-on-chat-robots

    There are a variety of out-of-the-box chat bot codes here.

    Language:Jupyter Notebook3

  • JIDSF

    A Comparative Study on Joint Intent Detection and Slot Filling models based on MultiWOZ dataset

    Language:Jupyter Notebook2

  • bot_nlu

    NLU engine for Bot program

    Language:Python2

  • Conversational-Recommender-System

    Created a Restaurant Recommendation ChatBot using multi-intent detection and slot filling based on BERT model

    Language:Jupyter Notebook1

  • NLU_JointFinal

    Implementation of 3 different models for joint intent classification and slot filling including two RNN-based model and a BERT-based one

    Language:Python1

  • Slot_Filling

    Label slots in user queries

    Language:Jupyter Notebook1

  • slSR

    NLU: Supervised intent classification & slot filling based on SlotRefine MultiHeaded Attention model

    Language:Python1

  • Baisser

    Conversational AI from scratch helps to automate the hectic task of network team by interacting with customers identify their issues and provide immediate solution or raise ticket behalf of them using ServiceNow

    Language:Python1

  • Slot_Filling_with_BERT

    cross-domain slot filling task with BERT

    Language:Python1
  • Dialog-Manager

    Dialog-Manager

    The dialog manager is used to create and manage dialogs / Conversations ; Dialogs contain Intents; Which can also Contain Entitys lists; Named entity recgnition ; Slot Filling Techniques have been used; The tools have been included to create / import / Export Dialogs....

    Language:Visual Basic .NET1

  • 2020-AI-Oral-Comprehension-In-Dialogue-System

    2020 AI研习社 对话系统中的口语理解

    Language:Python1

  • intent_slot

    implementation of "BERT for Joint Intent Classification and Slot Filling" in Tensorflow

    Language:Python1

  • Slot-filling

    :ambulance: Model for spoken language understanding of ambulance emergency calls in singapore by identifying and filling in the important slots from conversations. [Maintained privately on GitLab]

    Language:Python1

  • Navtex-Extration

    Extract information from Navtex data using deep learning

    Language:Python1

  • SemanticMachineReading

    Software Tool for Semantic Machine Reading based on Conditional Random Fields

    Language:Java1