entailment

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

attention model for entailment on SNLI corpus implemented in Tensorflow and Keras

Challenge on Textual Inference and Question Entailment in the Medical Domain https://sites.google.com/view/mediqa2019

Game code and data for Fool Me Twice: Entailment from Wikipedia Gamification https://arxiv.org/abs/2104.04725

A pyTorch implementation of models used for Recognizing Textual Entailment using the SNLI corpus

Sound static analysis and LLM reasoning, in one security agent

Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"

The medical question entailment data introduced in the AMIA 2016 Paper (Recognizing Question Entailment for Medical Question Answering)

[ICCV'25] Radial Cross-Modal embeddings

This repository shows how to implement a basic model for multimodal entailment.

An NLP project which makes use of tensorflow for hypothesis testing.

Wampa World logical agent homework for UPenn's CIS 4210/5210, Artificial Intelligence

Harvard CS50AI portfolio: 12 completed AI projects earning the CS50AI Certificate. Covers search, logic, probability, optimization, ML, RL, computer vision, NLP, and transformer attention, with Nim, PageRank, and Attention enhanced into polished builds.

Anchor AI-generated claims to the exact supporting sentences in their cited sources, with offsets and entailment scores.

A presentation and Accompanying notebook for the Entailment with Tensorflow article.

This repository is for the paper Paraphrase Identification via Textual Inference. In Proceedings of the 13th Joint Conference on Lexical and Computational Semantics (*SEM 2024), Mexico City, Mexico. Association for Computational Linguistics.

TUM_AI_WS1516: The parser module reads ASCII strings and converts them into propositional logic formula. The entailment module reads two parsed propositional logic formulae A and B, and then it decides whether A != B or not.

Semantic Web college project files.

Probing handling of verbal probabilities in NLP models

Repo for the PLANE benchmark, introduced in the COLING 2022 paper: Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment