Name: Iftitahu Ni'mah
Type: User
Company: Indonesian Institute of Sciences (LIPI)
Bio: Research scientist at LIPI/BRIN. PhD student at TU/e. Research: Deep Learning, Natural Language Processing, Natural Language Generation, Evaluation
Twitter: IftitahuNimah
Location: Eindhoven - The Netherlands
Blog: https://inimah.github.io/
Iftitahu Ni'mah's Projects
Visualizing RNNs using the attention mechanism
ā” Building applications with LLMs through composability ā”
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
Code implementation and Datasets for the ACL2023 Paper "NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist"
Python library & examples for Masked Language Model Scoring (ACL 2020)
Models and examples built with TensorFlow
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Resources for "Natural Language Processing" Coursera course.
Experiments on Neural Language Embeddings
Tools for downloading and analyzing summaries and evaluating summarization systems. https://summari.es/
Programs with word vectors, RNN, NLP stuff, etc
YSDA course in Natural Language Processing
Code for the EMNLP 2022 paper: Near-Negative Distinction
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
An Open-Source Framework for Prompt-Learning.
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
Code and Data sets for the EMNLP-2021-Findings Paper "ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection"
A Python wrapper for Pele and Werman's implementation of the Earth Mover's Distance metric
Scikit-Learn tutorial material for Scipy 2015
High-accuracy NLP parser with models for 11 languages.
A collection of semantic functions for python - including Latent Semantic Analysis(LSA)
SemanticVectors creates semantic WordSpace models from free natural language text.
Making sense embedding out of word embeddings
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent