dair-iitd/moie dair-iitd/moie

  • Stars
    star
    8
  • Rank 2,099,232 (Top 42 %)
  • Language
    Python
  • Created over 2 years ago
  • Updated about 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
dair-iitd/moie
github

dair-iitd

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

More Repositories

1

OpenIE-standalone

PostScript
567
star
2

openie6

OpenIE6 system
Python
119
star
3

imojie

Neural generation model for Open Information Extraction
Python
79
star
4

CaRB

CaRB - A Crowdsourced Benchmark for Open IE
Python
40
star
5

jeebench

JEEBench, EMNLP 2023
Python
28
star
6

tkbi

Python
23
star
7

KBI

Python
23
star
8

dl-with-constraints

Code for experiments in 'Primal Dual Formulation For Deep Learning With Constraints'
Python
21
star
9

BossNet

BossNet: Disentangling Language and Knowledge in Task Oriented Dialogs
Python
16
star
10

ECQA-Dataset

Dataaset Release for Explanations for CommonsenseQA, ACL 2021 Paper
Python
15
star
11

DeGPR

Python
14
star
12

DSRE

Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"
Python
13
star
13

FloNet

Code for "End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs"
Python
13
star
14

nsrmp

NSRM: Neuro-Symbolic Robot Manipulation
Python
12
star
15

DiS-ReX

Python
10
star
16

FloDial

10
star
17

ilploss

official repo for the NeurIPS 2022 paper "A Solver-Free Framework for Scalable Learning in Neural ILP Architectures"
Python
9
star
18

NS-KGC-AUG

Python
9
star
19

ECQA

Code Repository for the Explanations for CommonsenseQA, ACL 2021 paper
Python
8
star
20

kglr

Python
8
star
21

PoolingAnalysis

[EMNLP'20][Findings] Official Repository for the paper "Why and when should you pool? Analyzing Pooling in Recurrent Architectures."
Python
8
star
22

symnet

Python
7
star
23

torpido

Planning using Reinforcement Learning
Python
7
star
24

BoxCell

Official Repo for "Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images"
Python
7
star
25

OxKBC

State-of-the-art models for Knowledge Base Completion (KBC) for large KBs (such as FB15k1and YAGO) are based on tensor factorization (TF), e.g, DistMult, ComplEx. While they produce2good results, they cannot expose any rationale behind their predictions, potentially reducing the3trust of a user in the outcome of the model. Previous works have explored creating an inherently4explainable model, e.g. Neural Theorem Proving (NTP), DeepPath, MINERVA, but explainability5in them comes at the cost of performance. Others have tried to create an auxiliary explainable6model having high fidelity with the underlying TF model, but unfortunately, they do not scale well7to large KBs. In this work, we proposeOXKBC– anOutcome eXplanation engine forKBC,8which provides a post-hoc explanation for every triple inferred by a (uninterpretable) factorization9based model. It first augments the underlying Knowledge Graph by introducing weighted edges10between entities based on their similarity given by the underlying model. It then defines a notion11of human-understandable explanation paths along with a language to generate them. Depending12on the edges, the paths are aggregated into second–order templates for further selection. The best13template with its grounding is then selected by a neural selection module that is trained with minimal14supervision by a novel loss function. Experiments over Mechanical Turk demonstrate that users15overwhelmingly find our explanations more trustworthy compared to rule mining.
Shell
7
star
26

MPdialog

Python
6
star
27

TourismQA

Python
5
star
28

KGC-Ensemble

Python
5
star
29

pronci

Code for the paper: "Covid vaccine is against Covid but Oxford vaccine is made at Oxford!" Semantic Interpretation of Proper Noun Compounds (EMNLP 2022)
Python
4
star
30

asap-uct

This repository contains all source files corresponding to a novel MDP Planner - which combines abstractions/symmteries and UCT
C++
4
star
31

CDNet

Python
4
star
32

mokb6

ACL 2023 (main): Multilingual Open Knowledge Base Completion
Python
4
star
33

LocationTagger

This repository provides a Location Tagger, for identifying locations, using a BERT-CRF Tagger. It creates a Location chunk using IOB tags when it finds one or more location words.
Python
3
star
34

ZGUL

Python
3
star
35

output-space-invariance

Source code for Neural Models for Output-Space Invariance in Combinatorial Problems
Python
3
star
36

FuSIC-KBQA

3
star
37

symnet2

Python
2
star
38

octopus

Octopus: Cost-Quality-Time Optimization in Crowdsourcing
C++
2
star
39

con-mcmc

This repository maintains code base for contextual symmeties framework! "Contextual Symmetries in Graphical Models" Ankit Anand, Aditya Grover, Mausam and Parag Singla , International Joint Conference on Artificial Intelligence (IJCAI). New York, NY. July 2016.
GAP
2
star
40

trapsnet

Python
1
star
41

kbi-regex

Python
1
star
42

oga-uct

On-the-Go Abstractions in UCT
C++
1
star
43

sa-flonet

Python
1
star
44

trine

This page is under progress! Will be updated soon !
Java
1
star
45

symnet3

Python
1
star
46

1oML_workdir

Working directory for the paper Neural Learning One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces
Python
1
star
47

nc-mcmc

GAP
1
star
48

Conjunction-Splitting

Conjunction splitting and its analysis
HolyC
1
star
49

FlexAE

Code for the paper "FlexAE: Flexibly Learning Latent Priors for Wasserstein Auto-Encoders"
Python
1
star
50

RetinaQA

Python
1
star
51

SpatialReasoner

This repository presents a detailed study of a spatial-reasoner using a simple artificially generated toy-dataset. This allows us to probe and study different aspects of spatial-reasoning in the absence of textual reasoning.
Python
1
star