MoLICHENXI

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

awesome-ai-agents

A list of AI autonomous agents

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

LookaheadDecoding

ICL_PaperList

Paper List for In-context Learning 🌷

acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

UltraFastBERT

The repository for the code of the UltraFastBERT paper

SimCTG

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

honest_llama

Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

DoLa

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

CoNT

[NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation

label-words-are-anchors

Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning

SumCoT

Code and Data Repo for ACL'23 Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"

Knowledge-Constrained-Decoding

Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"

ctc-copy

[EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".

Self_Reflection_Medical

Code for paper Towards Mitigating LLM Hallucination via Self Reflection

PruneHall

Codebase, data and models for hallucination of pruned models

SHARK

[EMNLP 2023] Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge

gemini

Code base for "GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization".

SimDRC

Code of ICLR 2023 paper "Learning Locality and Isotropy in Dialogue Modeling"

P3Sum

The offical code for paper "What Constitutes a Faithful Summary? Preserving Author Perspectives in News Summarization"

Email-Event-Extraction

SAMRank

critic-aware-decoding

text-fact-transfer

Code for EMNLP 2023 paper "Text Fact Transfer"

FECS

citebench

pmi-faith

Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs