Pinned Repositories
AdvFact
AlignScore
AlignScore, a metric for factual consistency evaluation.
BARTScore
BARTScore: Evaluating Generated Text as Text Generation
benetech-mga
2nd Place solution for Benetech - Making Graphs Accessible Kaggle Competition
bert_nli
A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)
building_robust_recsys_dhs23
Talk: Building Robust and Scalable Recommendation Systems for Online Food Delivery
CPMI
Mutual Information Predicts Hallucinations in Abstractive Summarization
faithful-summarization-generation
faithful_summarization
Hallucination-Reduction-Text-Summarization
jeevananandanne's Repositories
jeevananandanne/nlg-metrics
jeevananandanne/factual-consistency-analysis-of-dialogs
A human annotated dataset that determines if neural generated responses are factually inconsistent with a knowledge snippet.
jeevananandanne/U.S.-Patent-Phrase-to-Phrase-Matching
1st solution
jeevananandanne/kaggle-nbme-3rd-place-solution
3rd Place solution for NBME - Score Clinical Patient Notes Kaggle competiiton
jeevananandanne/kaggle-feedback-effectiveness-3rd-place-solution
3rd Place solution for Feedback Prize - Predicting Effective Arguments Kaggle competition
jeevananandanne/nlp-recipes
Natural Language Processing Best Practices & Examples
jeevananandanne/coco-bert-longformer
jeevananandanne/hallucination_detection_and_mitigation
A repository for hallucination detection and mitigation
jeevananandanne/graph-factuality
Project for Deep Learning at Cornell Tech
jeevananandanne/BARTScore
BARTScore: Evaluating Generated Text as Text Generation
jeevananandanne/fairseq-detect-hallucination
Detect hallucinated tokens for conditional sequence generation.
jeevananandanne/feedback-prize
This is the solution for 2nd rank in Kaggle competition: Feedback Prize - Evaluating Student Writing.
jeevananandanne/evaluation_matrix
evaluation matrix: bert_score bart_score factcc
jeevananandanne/factCC1
a easy way to directly get the factcc score of your generated summary
jeevananandanne/AdvFact
jeevananandanne/factsumm
FactSumm: Factual Consistency Scorer for Abstractive Summarization
jeevananandanne/faithful_summarization
jeevananandanne/xsum_hallucination_annotations
Faithfulness and factuality annotations of XSum summaries from our paper "On Faithfulness and Factuality in Abstractive Summarization" (https://www.aclweb.org/anthology/2020.acl-main.173.pdf).
jeevananandanne/factCC
Project for the AI Fellowship at Insight - Fact checking of text summarization models using Transformers.