NeuLab (@neulab)
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Top repositories

1

prompt2model

prompt2model - Generate Deployable Models from Natural Language Instructions
Python
1,953
star
2

Text-Summarization-Papers

An Exhaustive Paper List for Text Summarization
HTML
500
star
3

compare-mt

A tool for holistic analysis of language generations systems
Python
450
star
4

nn4nlp-concepts

A repository of concepts related to neural networks for NLP
Python
447
star
5

ExplainaBoard

Interpretable Evaluation for AI Systems
Python
361
star
6

awesome-align

A neural word aligner based on multilingual BERT
Python
319
star
7

BARTScore

BARTScore: Evaluating Generated Text as Text Generation
Python
317
star
8

knn-transformers

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
Python
249
star
9

InterpretEval

Interpretable Evaluation for (Almost) All NLP Tasks
HTML
193
star
10

ReviewAdvisor

Heavy Workload on Reviewing Papers? ReviewAdvisor Helps out
Python
192
star
11

xnmt

eXtensible Neural Machine Translation
Python
185
star
12

gemini-benchmark

Jupyter Notebook
150
star
13

RIPPLe

Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
Jupyter Notebook
138
star
14

SpanNER

SpanNER: Named EntityRe-/Recognition as Span Prediction
Python
124
star
15

word-embeddings-for-nmt

Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018
Python
119
star
16

guided_summarization

GSum: A General Framework for Guided Neural Abstractive Summarization
Python
112
star
17

code-bert-score

CodeBERTScore: an automatic metric for code generation, based on BERTScore
Jupyter Notebook
111
star
18

external-knowledge-codegen

Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"
Python
96
star
19

cmu-multinlp

Generalizing Natural Language Analysis through Span-relation Representations
Python
88
star
20

REALSumm

REALSumm: Re-evaluating Evaluation in Text Summarization
Python
71
star
21

langrank

A program to choose transfer languages for cross-lingual learning
Python
66
star
22

retomaton

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
Python
60
star
23

dynet-benchmark

Benchmarks for DyNet
Python
56
star
24

newlang-tech

A guide to building language technology in new languages.
56
star
25

ragged

Retrieval Augmented Generation Generalized Evaluation Dataset
Jupyter Notebook
51
star
26

contextual-mt

A repository with the code related to experiments around context-aware machine translation
Python
48
star
27

extreme-adaptation-for-personalized-translation

Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"
Python
43
star
28

lrlm

Code for the paper "Latent Relation Language Models" at AAAI-20.
Python
41
star
29

incremental_tree_edit

Code for "Learning Structural Edits via Incremental Tree Transformations" (ICLR'21)
Python
40
star
30

wikiasp

Code for WikiAsp: Multi-document aspect-based summarization.
Shell
39
star
31

tranX-plugin

A plugin for code generation in PyCharm/IntelliJ using tranX
Java
35
star
32

neural-lpcfg

The Return of Lexical Dependencies: Neural Lexicalized PCFGs (TACL)
Python
33
star
33

covid19-datashare

A repo for sharing language resources related to the outbreak (in machine readable format)
GLSL
27
star
34

ToM-Language-Acquisition

Code used to run experiments for the ICLR 2023 paper "Computational Language Acquisition with Theory of Mind".
Python
14
star
35

cmulab

CMU Linguistic Annotation Backend
Python
14
star
36

AfricanVoices

Hosts text-to-speech corpus and speech synthesizers for African languages.
Shell
12
star
37

cmu-ner

NER System Developed at CMU
Python
12
star
38

lti-llm-deployment

Python
12
star
39

explainaboard_web

Mustache
8
star
40

KGxBoard

Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models
6
star
41

DGT

WNGT 2019, DGT Task.
Python
6
star
42

tranx-study

HTML
5
star
43

Reliable-NLPPP

Jupyter Notebook
5
star
44

cord19

cord19 related stuff
Python
5
star
45

globalbench

GlobalBench: A Benchmark for Global Progress in Language Technology
Python
5
star
46

jsalt2019-informal

A repository for random things from the JSALT informal translation group
Python
5
star
47

cmu-edl

Python
3
star
48

code-mining

Stuff for code mining
OpenEdge ABL
2
star
49

ocr-web-interface

OCR web interface using CMULAB backend
JavaScript
1
star
50

explainaboard_client

Python
1
star