LIL Lab (@lil-lab)
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Top repositories

1

nlvr

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.
HTML
252
star
2

newsroom

Tools for downloading and analyzing summaries and evaluating summarization systems. https://summari.es/
Perl
146
star
3

spf

Cornell Semantic Parsing Framework
Java
128
star
4

touchdown

Cornell Touchdown natural language navigation and spatial reasoning dataset.
Python
92
star
5

kilogram

The KiloGram Tangrams dataset
Jupyter Notebook
51
star
6

atis

Python
46
star
7

chalet

Cornell House Agent Learning Environment
HTML
46
star
8

blocks

Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
Python
40
star
9

ciff

Cornell Instruction Following Framework
Python
33
star
10

drif

Dynamic Robot Instruction Following
Python
31
star
11

cerealbar

Cereal Bar is a two-player web game designed for studying language understanding agents in collaborative interactions. This repository contains code for the game, a webapp hosting the game, the agent implementation, and recorded interactions in the game. http://lil.nlp.cornell.edu/cerealbar/
Python
28
star
12

amr

Cornell AMR Semantic Parser (Artzi et al., EMNLP 2015)
Java
23
star
13

bandit-qa

Code for Simulating Bandit Learning from User Feedback for Extractive Question Answering.
Python
18
star
14

nccg

Neural Shift Reduce Parser for CCG Semantic Parsing (Misra and Artzi, EMNLP 2016)
Java
17
star
15

lm-class

Materials for a language modeling class, broadly construed
NewLisp
16
star
16

cb2

An NLP research and data collection platform.
Python
14
star
17

vgnsl_analysis

"What is Learned in Visually Grounded Neural Syntax Acquisition", Noriyuki Kojima, Hadar Averbuch-Elor, Alexander Rush and Yoav Artzi (ACL 2020)
Python
12
star
18

navi

Code for Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions (Artzi and Zettlemoyer, TACL 2013)
Java
11
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19

navigation-corpus

Navigation data used for Chen and Mooney 2011 and Artzi and Zettlemoyer 2013 (including cleaned up oracle data)
Python
9
star
20

qa-from-hf

Python
9
star
21

dynet_tutorials

Contains various short notebooks showing how to use DyNet. Created for CS 5740 at Cornell University.
Jupyter Notebook
8
star
22

scone

Python
7
star
23

lilgym

lilGym RL benchmark
Python
7
star
24

recnet

A human-driven recommendation system for academic readings.
TypeScript
4
star
25

lilgym-baselines

Python
2
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26

gsmn

Code for RSS2018 paper on the Grounded Semantic Mapping Network
2
star
27

cerealbar_generation

Python
1
star
28

geoquery-corpus

The GeoQuery corpus
1
star
29

phrase_grounding

Python
1
star
30

kilogram-annotation-task

Task website for collecting tangram annotations from MTurk.
JavaScript
1
star
31

remote-teaching-setup

Remote teaching and talk recording setup
1
star