Zeming (Eric) Chen (@eric11eca)
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eric11eca

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Top repositories

1

disco

Generating diverse counterfactual data for Natural Language Understanding tasks using Large Language Models (LLMs). The generator supports GPT-3, ChatGPT, and GPT-4.
Python
34
star
2

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
14
star
3

Udep2Mono

Universal Dependency polarization for monotonicity based natural language inference
Jupyter Notebook
7
star
4

AutomatonStudio

Toolbox for automaton theory, language theory, lambda calculus, propositional logic, and formal semantics. Including simulations, applications, parsers, and algorithm implementations.
JavaScript
5
star
5

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.
Python
4
star
6

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
3
star
7

rhit_rover_ui

Driver station user interface for RHIT rover team
JavaScript
2
star
8

CppND-Capstone-Covid-19-SocialDistance

Automated social distance monitoring with yolov3 and opencv c++.
C++
1
star
9

inference-information-probing

Probing linguistic information for logical inference, in pre-trained language models
Python
1
star
10

common-bench

EPFL Machine Learning course project 2. Associated with NLP Lab. Commonsense reasoning benchmark and probing for large language models.
Python
1
star
11

PandemicBoardGame

Implementation of the Pandemic board game in Java
Java
1
star