HKU NLP Group (@HKUNLP)
Guthub

HKUNLP

Twitter logo Share LinkedIn logo Share Facebook logo Share
  • Stars
    star
    1,287
  • Global Org. Rank 12,704 (Top 5 %)
  • Followers 103
  • Registered over 2 years ago
  • Most used languages
    Python
         92.9 %
    JavaScript
         7.1 %
  • Location 🇭🇰 Hong Kong
  • Country Total Rank 87
  • Country Ranking
    Python
         24
    JavaScript
         320

Top repositories

1

UnifiedSKG

[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding with Text-to-Text Language Models
Python
480
star
2

instructor-embedding

One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Python
270
star
3

Binder

[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
Python
161
star
4

DS-1000

[ICML 2023] Official data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".
Python
119
star
5

HumanPrompt

A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (In progress)
Python
103
star
6

icl-selective-annotation

[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"
Python
57
star
7

efficient-attention

[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling
Python
39
star
8

diffusion-of-thoughts

Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
Python
35
star
9

icl-ceil

Code for our paper “Compositional Exemplars for In-context Learning”.
Python
34
star
10

reparam-discrete-diffusion

Reparameterized Discrete Diffusion Models for Text Generation
Python
30
star
11

batch-prompting

A simple prompting approach that enables the LLMs to run inference in batches.
Python
24
star
12

subgoal-theorem-prover

Code for the paper "Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving"
16
star
13

ProGen

[EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.
Python
12
star
14

hkunlp.github.io

Website for HKU NLP group (under construction)
JavaScript
9
star
15

diagrams_toolkit

Source code for diagrams in the paper of NLPers from HKU.
Python
4
star
16

ChunkLlama

Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
4
star
17

SymGen

Code for Generating Data for Symbolic Language with Large Language Models
2
star
18

.github

2
star