eric11eca/inference-information-probing

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Python
License
MIT License
Created almost 3 years ago
Updated about 2 years ago

eric11eca/inference-information-probing

eric11eca

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Probing linguistic information for logical inference, in pre-trained language models

disco

Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator supports GPT-3, ChatGPT, and GPT-4.

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.

Jupyter Notebook

Udep2Mono

Universal Dependency polarization for monotonicity based natural language inference

Jupyter Notebook

AutomatonStudio

Toolbox for automaton theory, language theory, lambda calculus, propositional logic, and formal semantics. Including simulations, applications, parsers, and algorithm implementations.

reckoning-metakg

RECKONING is a bi-level learning algorithm that improves language models' reasoning ability by folding contextual knowledge into parametric knowledge through back-propagation.

curriculum-ling

Curriculum is a new format of NLI benchmark for evaluation of broad-coverage linguistic phenomena. This linguistic-phenomena-driven benchmark can serve as an effective tool for diagnosing model behavior and verifying model learning quality.

Jupyter Notebook

rhit_rover_ui

Driver station user interface for RHIT rover team

CppND-Capstone-Covid-19-SocialDistance

Automated social distance monitoring with yolov3 and opencv c++.

common-bench

EPFL Machine Learning course project 2. Associated with NLP Lab. Commonsense reasoning benchmark and probing for large language models.

PandemicBoardGame

Implementation of the Pandemic board game in Java