PhD in NLP & Causality. Affiliated with Max Planck Institute, Germany & ETH & UMich. Supervised by Bernhard Schoelkopf, Rada Mihalcea, and Mrinmaya Sachan.
nlp-phd-global-equality. A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP
1.1kCausalNLP_Papers. A reading list for papers on causality for natural language processing (NLP)
695NLP4SocialGood_Papers. A reading list of up-to-date papers on NLP for Social Good.
309Text_Style_Transfer_Survey. This repo collects the articles for text attribute transfer
245pytorch_RelationExtraction_AttentionBiLSTM. Pytorch Implementation of Attention-Based BiLSTM for Relation Extraction ("Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" ACL 2016 http://www.aclweb.org/anthology/P16-2034)
45ARTS_TestSet. This is our ARTS test set, an enriched test set to probe Aspect Robustness of ABSA.
43genwiki. Dataset for the paper "GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation"
25bleu. A Handy Python wrapper for common NLP evaluation scripts like BLEU.
14WebNLG_Reader. This is a preprocessor/data-cleaner for the WebNLG dataset.
10GraphIE. A GCN-based NER framework
10IMaT. Roff
10icm4nlp. Codes for the EMNLP 2021 paper "Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP"
6ted_talk_downloader. Easy-to-use codes for downloading transcripts for TED talks.
6email2country. Python package to look up the country of an email address
5nlp4sg_acl2021. Code and data for the paper "How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact" (ACL Findings 2021)
5efficiency. Python
53D_Traffic_in_Unity. Python
5GEC_papers.
4palliative-care-topic-modeling. Topic models to analyze journals on palliative care
4statistical_significance. Tutorial for how to calculate statistical significance for deep learning experiments.
3pytorch-GraphWriter. Python
3covid-twitter-and-policy. Codes and data for the EMNLP 2021 Findings paper "Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States"
2mre-in-one-pass. Implementation for Extracting Multiple-Relations in One-Passwith Pre-Trained Transformers
1