HKU NLP Group

All

24 repositories

hkunlp.github.io
Public
Website for HKU NLP group (under construction)
JavaScript
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MIT License
•10•14•0•0•Updated Aug 30, 2025Aug 30, 2025
LLM-Predictive-Decoding
Public
[ICLR2025] Non-myopic Generation of Language Models for Reasoning and Planning
SAS
•2•1•0•0•Updated Jul 9, 2025Jul 9, 2025
DiffuLLaMA
Public
[ICLR2025] DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models
Python
•24•323•15•0•Updated May 31, 2025May 31, 2025
critic-rl
Public
[ICML 2025] Teaching Language Models to Critique via Reinforcement Learning
Python
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Apache License 2.0
•6•115•0•0•Updated May 6, 2025May 6, 2025
diffusion-of-thoughts
Public
[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
machine-learning natural-language-processing text-generation pytorch diffusion-models non-autoregressive mathematical-reasoning chain-of-thought-reasoning diffusion-lm
Python
•15•183•2•0•Updated Mar 4, 2025Mar 4, 2025
DiffuSearch
Public
[ICLR 2025] Code for the paper "Implicit Search via Discrete Diffusion: A Study on Chess"
chess-engine planning mcts alphago reasoning alphazero diffusion-models non-autoregressive llms discrete-diffusion
Python
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Apache License 2.0
•1•34•0•0•Updated Mar 3, 2025Mar 3, 2025
diffusion-vs-ar
Public
[ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"
planning autoregressive diffusion reasoning
Python
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Apache License 2.0
•6•78•4•0•Updated Feb 14, 2025Feb 14, 2025
STRING
Public
[ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"
position-encoding long-context-transformers
Python
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MIT License
•4•78•5•0•Updated Nov 25, 2024Nov 25, 2024
ChunkLlama
Public
[ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
Python
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Apache License 2.0
•22•441•11•1•Updated Oct 16, 2024Oct 16, 2024
GSM-Plus
Public
GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.
Python
•7•4•0•0•Updated Jul 8, 2024Jul 8, 2024
GIMLET
Public
The code for GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
Python
•4•3•0•1•Updated Apr 16, 2024Apr 16, 2024
RSA
Public
Retrieved Sequence Augmentation for Protein Representation Learning
Python
•5•53•0•0•Updated Nov 1, 2023Nov 1, 2023
SymGen
Public
[EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models
python bash sql prolog data-generation codex mtop symbolic-language
Python
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Apache License 2.0
•1•18•1•0•Updated Oct 21, 2023Oct 21, 2023
multilingual-transfer
Public
Code for paper ”Language Versatilists vs. Specialists: An Empirical Revisiting on Multilingual Transfer Ability“
multilingual bloom transfer llama reasoning llms
Python
•2•15•0•0•Updated Jun 13, 2023Jun 13, 2023
subgoal-theorem-prover
Public
Code for the paper "Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving"
Apache License 2.0
•0•19•1•0•Updated May 25, 2023May 25, 2023
icl-ceil
Public
[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.
retrieval metric-learning determinantal-point-processes compositionality in-context-learning large-language-models
Python
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Apache License 2.0
•11•102•4•0•Updated Mar 15, 2023Mar 15, 2023
UnifiedSKGsite
Public
A Portal Site for Structured Knowledge Grounding(SKG) Resources.
SCSS
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MIT License
•6•9•0•0•Updated Mar 7, 2023Mar 7, 2023
efficient-attention
Public
[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling
machine-learning machine-translation python3 pytorch language-model attention-mechanism vision-transformer
Python
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Apache License 2.0
•4•87•0•0•Updated Mar 7, 2023Mar 7, 2023
SunGen
Public
Python
•2•9•0•0•Updated Feb 26, 2023Feb 26, 2023
HumanPrompt
Public
A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (Deprecated, check out LangChain for better usage!)
natural-language-processing large-language-models prompt-engineering
Python
•9•131•0•0•Updated Feb 25, 2023Feb 25, 2023
reparam-discrete-diffusion
Public
Reparameterized Discrete Diffusion Models for Text Generation
machine-learning natural-language-processing text-generation python3 pytorch language-model fairseq diffusion-models non-autoregressive
Python
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Apache License 2.0
•4•101•4•0•Updated Feb 14, 2023Feb 14, 2023
ProGen
Public
[EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.
data-generation zero-shot-learning influence-functions in-context-learning large-language-models
Python
•0•27•0•0•Updated Feb 4, 2023Feb 4, 2023
.github
Public
0•2•0•0•Updated Apr 20, 2022Apr 20, 2022
ZeroGen
Public
[EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.
Python
•10•16•0•0•Updated Feb 18, 2022Feb 18, 2022