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Vijay Saraswat's Projects

low-rank-logic icon low-rank-logic

Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction

m3gm icon m3gm

Max-Margin Markov Graph Models for WordNet (EMNLP 2018)

mcr2 icon mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

minerva icon minerva

Meandering In Networks of Entities to Reach Verisimilar Answers Edit Add topics

munkhdalai-nse icon munkhdalai-nse

Clone of bitbucket project by Munkhdalai implemented Neural Semantic Encoders

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

ncrf-ae icon ncrf-ae

For the paper: "Semi-Supervised Structured Prediction with Neural CRF Autoencoder"

neural-semantic-encoders icon neural-semantic-encoders

Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)

neuralprogrammerasprobprog icon neuralprogrammerasprobprog

An attempt to replicate the neural programmer work [Neelakantan et al 2016, 2017] using techniques for learning probability distributions in probabilistic programming languages.

neuroner icon neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

nlp4j icon nlp4j

NLP framework for JVM languages.

nlprolog icon nlprolog

Neural Logic Reasoning for Question Answering

notes icon notes

Short notes on technical topics.

ntp icon ntp

End-to-End Differentiable Proving

okr icon okr

OKR: A Consolidated Open Knowledge Representation for Multiple Texts

onto-lstm icon onto-lstm

Keras implementation of ontology aware token embeddings

openccg icon openccg

OpenCCG library for parsing and realization with CCG

openjml icon openjml

This is the primary repository for the source code of the OpenJML project. The source code is licensed under GPLv2 because it derives from OpenJDK which is so licensed. The active issues list for OpenJML development is here and the wiki contains information relevant to development. Public documentation for users is at the project website:

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

parser icon parser

Semantic parser induction using a generative model of grammar.

parsers icon parsers

Links to interesting English parsers

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