ashutoshml

ashutoshml's Stars

• yangshun/tech-interview-handbook

  💯 Curated coding interview preparation materials for busy software engineers

  Language:TypeScript121k2.1k10514.9k

• keon/awesome-nlp

  :book: A curated list of resources dedicated to Natural Language Processing (NLP)

  16.9k609552.6k

• CarperAI/trlx

  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

  Language:Python4.6k51292472

• chiphuyen/python-is-cool

  Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

  Language:Jupyter Notebook3.5k1194557

• fastai/course-nlp

  A Code-First Introduction to NLP course

  Language:Jupyter Notebook3.4k131331.5k

• YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy

  Diffusion model papers, survey, and taxonomy

  3.1k528253

• allenai/RL4LMs

  A modular RL library to fine-tune language models to human preferences

  Language:Python2.2k2459191

• pfnet/pfrl

  PFRL: a PyTorch-based deep reinforcement learning library

  Language:Python1.2k9175157

• XiangLi1999/Diffusion-LM

  Diffusion-LM

  Language:Python1.1k1771140

• xcfcode/Summarization-Papers

  Summarization Papers

  Language:TeX989243145

• voidful/TextRL

  Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

  Language:Python547112359

• yxuansu/SimCTG

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

  Language:Python46892640

• amazon-science/alexa-teacher-models

  Language:Python36336727

• krishnap25/mauve

  Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

  Language:Python27541324

• fastai/numerical-linear-algebra-v2

  Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program

  Language:Jupyter Notebook27323594

• amazon-science/esci-data

  Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

  Language:Python26381555

• rtmdrr/testSignificanceNLP

  Language:Python2294432

• sheng-z/stog

  AMR Parsing as Sequence-to-Graph Transduction

  Language:Python15472336

• martiansideofthemoon/ai-detection-paraphrases

  Official repository for our NeurIPS 2023 paper "Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense" (https://arxiv.org/abs/2303.13408).

  Language:Python14781010

• martiansideofthemoon/rankgen

  Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arxiv.org/abs/2205.09726).

  Language:Python13651211

• cocoxu/simplification

  Text Simplification System and Dataset

  Language:Roff12381437

• facebookresearch/Zero-Shot-DST

  Zero-shot dialogue state tracking (DST)

  Language:Python826316

• GXimingLu/Quark

  Language:Python74349

• EleutherAI/project-menu

  See the issue board for the current status of active and prospective projects!

  656404

• MiuLab/FlowDelta

  FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

  Language:Python3671112

• akashkm99/duelnlg

  Code for ACL 2022 Paper: Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons

  Language:Python14203

• DS3Lab/multilingual-gaze

  Code for "Multilingual language models predict human reading behavior"

  Language:Python11616

• xuanlinli17/autoregressive_inference

  Code for "Discovering Non-monotonic Autoregressive Orderings with Variational Inference" (paper and code updated from ICLR 2021)

  Language:Python11303

• tafseer-nayeem/BengaliReadability

  [AAAI 2021] - Simple or Complex? Learning to Predict Readability of Bengali Texts.

  Language:Python9205

• ashutoshml/alleviating-inconsistency

  ACL 2022 (Findings): Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks

  Language:Python3400