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arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

aspect-based-sentiment-analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

auction

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

chinese-english-nli

In this program we inference the relation between two different languages.

cogktr

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding

coreftest

In this project, we try to test the use of coreference in MRC and QA task.

dl_eventextractionpapers

2015年以来基于深度学习方法的事件抽取论文整理

haystack

:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...

kformer

Code for the paper "Kformer: Knowledge Injection in Transformer Feed-Forward Layers"

knowledge-rumination-1

Code for the paper "Knowledge Rumination for Pre-trained Language Models."

modeleditingpapers

Must-read Papers on Model Editing.

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

question-generation-paper-list

A summary of must-read papers for Neural Question Generation (NQG)

rap

Code for the paper "Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction"

retrivallmpapers

Paper collections of retrieval-based(augmented) language model.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities