Debjit Paul's Projects
ASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.
Dataset of personal narratives with Advice Seeking Questions
Awesome Incremental Learning
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)
About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning" . Do not hesitate to open an issue if you run into any trouble!
Code to reproduce the experiments for "Claim Check-Worthiness Detection as Positive Unlabelled Learning" in Findings of EMNLP 2020
The corresponding code from our paper " COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion (ACL 2021)". Do not hesitate to open an issue if you run into any trouble!
Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction"
Benchmarking Commonsense Reasoning in Real-World Tasks
Config files for my GitHub profile.
Bio
Personal Academic Webpage
Basic deep learning implementations for toy problems using Wiki Data
Detect the language of the given text based on frequent words.
Repository for code and data from the EMNLP-IJCNLP 2019 paper "Discourse-aware Semantic Self-Attention for Narrative Reading Comprehension"
EPFL's NLP lab website
public repo for ESTER dataset and modeling (EMNLP'21)
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
A widget for displaying GitHub activity for a user.
The minimal amount of CSS to replicate the GitHub Markdown style
GLUCOSE: GeneraLized and COntextualized Story Explanations https://arxiv.org/abs/2009.07758
Synthesis for floating-point expressions
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