Lists (19)
2023
Easy ones- good to start withAdvanced NLP
Some are even beyond information extractionCoding skill
CXD
Data
Deep learning
generic deep learningDistribution shift
List of papers and resources to detect the mitigate the effects of covariance/distribution shiftGenAI
General optimization
Related to optimization, controlGeneral XAI
Methods for XAIGeneric forecasting
These are to be connected to either CXD or NLP.Inference
Causality, inference, basic to advancedInformation extraction
Knowledge graph,Innovative application
Recommendation engine, some ideas that can be used in startups,ML engineering
NLP
Sentiment IRRL
RecommendationTemporal dynamics explainability
list of diverse set of techniques that can be mapped to temporal dynamics a part of NLP project. Also these can be useful in core tech for demand forecastTextual explanation
More general resources that has connection with NLP and covers interpretability/causalityStars
Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems by Antonio Gulli
Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.
RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.
A codebase for "Language Models can Solve Computer Tasks"
Code for the paper 🌳 Tree Search for Language Model Agents
qianlima-lab / KEDGN
Forked from easonLuo2001/KEDGNThis is an official pytorch implementation for paper "Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series" (NeurIPS-24).
[NeurIPS 2024] Official PyTorch implementation of LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
Source code for "Fleet of Agents: Coordinated Problem Solving with Large Language Models"
Understanding and Narrowing the Gap Between Human and LLM Annotators
Code for our paper PAPILLON: PrivAcy Preservation from Internet-based and Local Language MOdel ENsembles
This is the repository of the COLING 2025 paper: NovAScore: A New Automated Metric for Evaluating Document Level Novelty
Windows Agent Arena (WAA) 🪟 is a scalable OS platform for testing and benchmarking of multi-modal AI agents.
Official repo for paper DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.
Agent S: an open agentic framework that uses computers like a human
[NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"
A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.