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UnifiedSKG
[EMNLP 2022] A Unified Framework and Analysis for Structured Knowledge Grounding with Text-to-Text Language Modelsinstructor-embedding
One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsBinder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"DS-1000
[ICML 2023] Official data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".HumanPrompt
A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (In progress)diffusion-of-thoughts
Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"icl-selective-annotation
[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"efficient-attention
[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance samplingicl-ceil
Code for our paper “Compositional Exemplars for In-context Learning”.reparam-discrete-diffusion
Reparameterized Discrete Diffusion Models for Text GenerationSTRING
Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"batch-prompting
A simple prompting approach that enables the LLMs to run inference in batches.subgoal-theorem-prover
Code for the paper "Decomposing the Enigma: Subgoal-based Demonstration Learning for Formal Theorem Proving"ProGen
[EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.diagrams_toolkit
Source code for diagrams in the paper of NLPers from HKU.ChunkLlama
Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"SymGen
Code for Generating Data for Symbolic Language with Large Language Models.github
diffusion-vs-ar
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