OSU Natural Language Processing

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46 repositories

Middleware
Public
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)
agents llm tool-learning
Python
•2•33•1•0•Updated Dec 29, 2024Dec 29, 2024
ScienceAgentBench
Public
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
bioinformatics geoscience code-generation chemoinformatics task-automation cognitive-neuroscience ai4science large-language-models language-agent
Python
•8•27•1•0•Updated Dec 29, 2024Dec 29, 2024
GUI-Agents-Paper-List
Public
Building a comprehensive and handy list of papers for GUI agents
Python
•6•142•2•0•Updated Dec 28, 2024Dec 28, 2024
SeeActChromeExtension
Public
TypeScript
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Other
•6•10•1•0•Updated Dec 19, 2024Dec 19, 2024
TravelPlanner
Public
[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"
planning autonomous-agents large-language-models language-agent
Python
•
MIT License
•39•283•0•0•Updated Dec 11, 2024Dec 11, 2024
awesome-agents4science
Public
A curated list of papers on LLMs and agents for scientific research and development
ai4science large-language-models language-agent
MIT License
•0•14•0•0•Updated Dec 11, 2024Dec 11, 2024
AgentSafety
Public
0•36•0•0•Updated Dec 10, 2024Dec 10, 2024
WebDreamer
Public
Python
•3•48•0•0•Updated Dec 6, 2024Dec 6, 2024
GrokkedTransformer
Public
Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'
Python
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MIT License
•12•172•3•0•Updated Dec 2, 2024Dec 2, 2024
COSMO
Public
[CIKM'24] Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs
species-classification animal-ecology multimodal-knowledge-graph
Python
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MIT License
•0•6•0•0•Updated Nov 27, 2024Nov 27, 2024
UMLS-Vocabulary-Insertion
Public
Python
•0•2•0•0•Updated Nov 23, 2024Nov 23, 2024
TacoBot
Public
Python
•
MIT License
•1•3•0•0•Updated Nov 22, 2024Nov 22, 2024
SeeAct
Public
[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
agent
Python
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Other
•90•676•11•2•Updated Nov 13, 2024Nov 13, 2024
ChemAgent
Public
Official code repo for the paper "Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving"
agent chemistry llms
Python
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MIT License
•0•3•0•0•Updated Nov 12, 2024Nov 12, 2024
LLM4Chem
Public
Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"
chemistry molecule ai4science llms
Python
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MIT License
•10•73•1•0•Updated Nov 12, 2024Nov 12, 2024
UGround
Public
Official Repo for UGround
artificial-intelligence web-agents gui-agents
Python
•6•118•6•0•Updated Nov 8, 2024Nov 8, 2024
AmpleGCG
Public
AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
nlp safety adversarial-attacks gcg
Python
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Other
•4•50•0•0•Updated Nov 3, 2024Nov 3, 2024
AgentAttack
Public
2•17•0•0•Updated Oct 25, 2024Oct 25, 2024
MQA
Public
Multimodal Question Answering for Unified Information Extraction
Python
•1•8•0•0•Updated Oct 22, 2024Oct 22, 2024
In-Context-Reranking
Public
Code for "Attention in Large Language Models Yeilds Efficient Zero-Shot Re-Rankers"
Python
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MIT License
•1•11•0•0•Updated Oct 4, 2024Oct 4, 2024
EIA_against_webagent
Public
Python
•1•13•0•0•Updated Oct 2, 2024Oct 2, 2024
Auto-SQL-Correction
Public
Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)
code-editor code-generation natural-language-interface text-to-sql
Python
•3•30•0•0•Updated Aug 22, 2024Aug 22, 2024
Text2SQL-Error-Detection
Public
Code for paper "Error Detection for Text-to-SQL Semantic Parsing"
Python
•2•5•2•0•Updated Aug 19, 2024Aug 19, 2024
Mind2Web
Public
[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"
Jupyter Notebook
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MIT License
•105•749•8•5•Updated Jul 30, 2024Jul 30, 2024
HippoRAG
Public
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
Python
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MIT License
•124•1.5k•9•0•Updated Jul 29, 2024Jul 29, 2024
Deductive-Beam-Search
Public
[COLM'24] "Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning"
Python
•1•19•0•0•Updated Jun 14, 2024Jun 14, 2024
LLM-Planner
Public
[ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
Python
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MIT License
•15•160•8•0•Updated Jun 11, 2024Jun 11, 2024
MagicBrush
Public
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
image-editing image-generation text-to-image image-synthesis text-to-image-synthesis diffusion-models instruction-following text-to-image-generation
Python
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Other
•14•318•1•0•Updated May 27, 2024May 27, 2024
AttributionBench
Public
Python
•1•9•1•0•Updated May 17, 2024May 17, 2024
TableLlama
Public
[NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".
Python
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MIT License
•11•120•9•0•Updated May 14, 2024May 14, 2024