Bill Yuchen Lin

rebiber. A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

LLM-Blender. [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

lstm_sentence_classifier. LSTM-based Models for Sentence Classification in PyTorch

awesome-commonsense. [Work in progress] A reading list for machine commonsense reasoning

OpenCSR. Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)

CDMA-NER. Python

ParaGEN. Neural Paraphrase Generation based on OpenNMT-py

shanbayAddWords. A python program to add words in batch For Shanbay.com

easy-align. A tutorial for aligning language models

EE208-Intro2EE. Python

dictNER. a simple dictionary-based method to show the difficulty of a NER dataset

RossetaSeg. A HMM-based Chinese word segmentation system in Python

CS222-Homework. Homework of CS222 Algorithm Design @ SJTU

entity-recognition-datasets. A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

sequence_tagging. Sequence Tagging and Named Entity Recognition with Tensorflow (LSTM + CRF)

Awesome-LLM-Synthetic-Data. A reading list on LLM based Synthetic Data Generation 🔥

petals. 🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

parse_seq2seq. A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

MusicSpotlight. A search engine for great music

pytorch_lstmcrf. Pytorch implementation of LSTM-CRF for named entity recognition

rank_outputs. Python

CSrankings. A web app for ranking computer science departments according to their research output in selective venues.

knowledge-graph-embeddings. Implementations of Embedding-based methods for Knowledge Base Completion tasks

aclpubcheck. Tools for checking ACL paper submissions

BERT-related-papers. BERT-related papers

rcnn-relation-extraction. Tensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction

TextAttack. A Python framework for building adversarial attacks on NLP models