martiansideofthemoon
Research Scientist at Google Gemini/Bard, PhD graduate from UMass. Formerly undergrad at IIT Bombay (@wncc), and intern @google, @allenai, @mozilla, TTIC
Research Scientist, GoogleNew York, NY
Pinned Repositories
language
Shared repository for open-sourced projects from the Google AI Language team.
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).
hurdles-longform-qa
Official repository with code and data accompanying the NAACL 2021 paper "Hurdles to Progress in Long-form Question Answering" (https://arxiv.org/abs/2103.06332).
logic-rules-sentiment
Code and dataset for our EMNLP 2018 paper "Revisiting the Importance of Logic Rules in Sentiment Classification".
longeval-summarization
Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https://arxiv.org/abs/2301.13298).
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).
relic-retrieval
Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).
squash-generation
Official code and data repository for our ACL 2019 long paper "Generating Question-Answer Hierarchies" (https://arxiv.org/abs/1906.02622).
style-transfer-paraphrase
Official code and data repository for our EMNLP 2020 long paper "Reformulating Unsupervised Style Transfer as Paraphrase Generation" (https://arxiv.org/abs/2010.05700).
FActScore
A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"
martiansideofthemoon's Repositories
martiansideofthemoon/style-transfer-paraphrase
Official code and data repository for our EMNLP 2020 long paper "Reformulating Unsupervised Style Transfer as Paraphrase Generation" (https://arxiv.org/abs/2010.05700).
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).
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).
martiansideofthemoon/squash-generation
Official code and data repository for our ACL 2019 long paper "Generating Question-Answer Hierarchies" (https://arxiv.org/abs/1906.02622).
martiansideofthemoon/hurdles-longform-qa
Official repository with code and data accompanying the NAACL 2021 paper "Hurdles to Progress in Long-form Question Answering" (https://arxiv.org/abs/2103.06332).
martiansideofthemoon/longeval-summarization
Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https://arxiv.org/abs/2301.13298).
martiansideofthemoon/logic-rules-sentiment
Code and dataset for our EMNLP 2018 paper "Revisiting the Importance of Logic Rules in Sentiment Classification".
martiansideofthemoon/relic-retrieval
Official codebase accompanying our ACL 2022 paper "RELiC: Retrieving Evidence for Literary Claims" (https://relic.cs.umass.edu).
martiansideofthemoon/squash-website
Official demo repository for our ACL 2019 long paper "Generating Question-Answer Hierarchies".
martiansideofthemoon/blind-dehazing
An implementation of the ICCP '16 paper "Blind Dehazing Using Internal Patch Recurrence".
martiansideofthemoon/tf-sentence-classification
This is a TensorFlow 1.1 implementation of Yoon Kim's paper, "Convolutional Neural Networks for Sentence Classification".
martiansideofthemoon/allennlp-probe-hw
A homework assignment on probe tasks designed in AllenNLP for UMass Amherst's graduate NLP course (690D).
martiansideofthemoon/macro-action-rl
An implementation of five reinforcement learning algorithms to simulate macro actions for the HFO problem.
martiansideofthemoon/martiansideofthemoon.github.io
My personal website and blog (http://martiansideofthemoon.github.io)
martiansideofthemoon/mixmatch-lxmert
martiansideofthemoon/resume
My different resume files.
martiansideofthemoon/research-exchange
A collaborative research paper annotation tool.
martiansideofthemoon/blog
The jekyll website for WnCC Blogs.
martiansideofthemoon/Conference-Acceptance-Rate
Statistics of acceptance rate for the main AI conference
martiansideofthemoon/ContrastiveDecoding
contrastive decoding
martiansideofthemoon/DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
martiansideofthemoon/Hub
🔌 A central repository collecting pre-trained adapter modules
martiansideofthemoon/language
Shared repository for open-sourced projects from the Google AI Language team.
martiansideofthemoon/pointnet-acd-deformations
martiansideofthemoon/pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
martiansideofthemoon/retriv
A Python Search Engine for the Common Man 🥸
martiansideofthemoon/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
martiansideofthemoon/thank-you-github
An open letter of gratitude to GitHub
martiansideofthemoon/westworld-bingo
martiansideofthemoon/WnCC
The official website for WnCC: www.wncc-iitb.org resides in this repository.