eric11eca / NeuralLog
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.
☆14Updated 3 years ago
Alternatives and similar repositories for NeuralLog:
Users that are interested in NeuralLog are comparing it to the libraries listed below
- 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)☆71Updated 2 years ago
- Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.0…☆43Updated 2 years ago
- Code for our EMNLP 2019 paper titled "Sentence-Level Content Planning and Style Specification for Neural Text Generation"☆17Updated 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
- Code for ModularQA☆28Updated 3 years ago
- Conversational Neuro-Symbolic Commonsense Reasoning☆25Updated 4 years ago
- The corresponding code from our paper " COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion (ACL …☆18Updated 2 years ago
- Graph Ensemble Learning☆38Updated last year
- 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
- [EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning☆11Updated 2 years ago
- ☆21Updated 3 years ago
- Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"☆22Updated 3 years ago
- Codes for NAACL 2021 Paper "Unsupervised Multi-hop Question Answering by Question Generation"☆89Updated 2 years ago
- Code and data for "Retrieval Enhanced Model for Commonsense Generation" (ACL-IJCNLP 2021).☆28Updated 3 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 code for "How many data points is a prompt worth?"☆48Updated 4 years ago
- A web application for playing 20 Questions to crowdsource common sense. 🤖☆15Updated 2 years ago
- ☆49Updated last year
- This repository contains codes and models for the paper: Exploring Question-Specific Rewards for Generating Deep Questions (COLING 2020).☆28Updated 2 years ago
- Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"☆47Updated last year
- ☆15Updated last year
- ☆58Updated 2 years ago
- ☆36Updated last year
- Source code of the paper "Do Syntax Trees Help Pre-trained Transformers Extract Information?" (EACL 2021)☆75Updated 3 years ago
- ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences☆28Updated last year
- Code for NAACL 2022 paper "Reframing Human-AI Collaboration for Generating Free-Text Explanations"☆31Updated last year
- Evaluating and improving the faithfulness of the interpretations offered by Neural Module Networks☆13Updated last year
- Benchmarking Generalization to New Tasks from Natural Language Instructions☆26Updated 3 years ago
- A unified benchmark for math reasoning☆87Updated 2 years ago