eric11eca / NeuralLogLinks
A neural-symbolic joint reasoning approach for Natural Language Inference (NLI). Modeling NLI as inference path planning through a search engine. Sequence chunking and neural paraphrase detection for syntactic variation. SOTA result on SICK and MED.
☆15Updated 4 years ago
Alternatives and similar repositories for NeuralLog
Users that are interested in NeuralLog are comparing it to the libraries listed below
Sorting:
- Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.0…☆43Updated 3 years ago
- Neural Unification for Logic Reasoning over Language☆22Updated 3 years ago
- PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)☆73Updated 3 years ago
- Data and code for EMNLP 2020 paper "Logic2Text: High-Fidelity Natural Language Generation from Logical Forms"☆71Updated 2 years ago
- Code for Navigating Connected Memories with a Task-oriented Dialog System☆17Updated 2 years ago
- Pytorch implementation of “Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement”☆62Updated 4 years ago
- This repository contains the dataset and the pytorch implementations of the models from the paper CIDER: Commonsense Inference for Dialog…☆27Updated 2 years ago
- ☆45Updated 2 years ago
- Neural models of common sense. 🤖☆98Updated last year
- Code and pre-trained models for "ReasonBert: Pre-trained to Reason with Distant Supervision", EMNLP'2021☆29Updated 2 years ago
- Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"☆50Updated 2 years ago
- Baseline models for the paper: "Modeling Naive Psychology of Characters in Simple Commonsense Stories" by Hannah Rashkin, Antoine Bosselu…☆16Updated 4 years ago
- Graph Ensemble Learning☆39Updated 4 months ago
- Repository for the Question Answering via Sentence Composition (QASC) dataset☆56Updated 2 years ago
- EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443☆86Updated last year
- Source code of the paper "Do Syntax Trees Help Pre-trained Transformers Extract Information?" (EACL 2021)☆76Updated 3 years ago
- Temporal Commonsense Reasoning in Dialog☆72Updated 4 years ago
- Codes for NAACL 2021 Paper "Unsupervised Multi-hop Question Answering by Question Generation"☆92Updated 2 years ago
- Automated Storytelling via Causal, Commonsense Plot Ordering☆52Updated 5 years ago
- A PyTorch Implementation of Neural Symbolic Machines by Liang et al. (2018)☆60Updated 5 years ago
- code for "Natural Language to Code Translation with Execution"☆41Updated 2 years ago
- [EMNLP 2020] PyTorch code of PRover: Proof Generation for Interpretable Reasoning over Rules☆19Updated 2 years ago
- The corresponding code from our paper " COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion (ACL …☆18Updated 3 years ago
- Source Code for paper "Learning from Explanations with Neural Execution Tree", ICLR 2020☆18Updated 4 years ago
- This repo contains code for the paper "Psychologically-informed chain-of-thought prompts for metaphor understanding in large language mod…☆14Updated 2 years ago
- ☆142Updated 3 years ago
- TAP (Translucent Answer Prediction), is a system to identify answers and evidence (in the form of supporting facts) in an RCQA task that …☆28Updated 5 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆13Updated 2 years ago
- ☆24Updated last year
- [EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning☆12Updated 2 years ago