Projects in Awesome Lists by OSU-NLP-Group

https://github.com/osu-nlp-group/hipporag

[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.

Last synced: 13 May 2025

https://github.com/OSU-NLP-Group/HippoRAG

[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.

Last synced: 07 May 2025

https://github.com/OSU-NLP-Group/Mind2Web

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

Last synced: 09 May 2025

https://github.com/osu-nlp-group/mind2web

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

Last synced: 15 May 2025

https://osu-nlp-group.github.io/Mind2Web/

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

Last synced: 01 Apr 2025

https://osu-nlp-group.github.io/SeeAct/

[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

Last synced: 17 Jul 2025

https://github.com/osu-nlp-group/seeact

[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

Last synced: 16 May 2025

https://github.com/OSU-NLP-Group/SeeAct

[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

Last synced: 07 Apr 2025

https://github.com/OSU-NLP-Group/TravelPlanner

[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

autonomous-agents language-agent large-language-models planning

Last synced: 30 Aug 2025

https://github.com/osu-nlp-group/magicbrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis

Last synced: 16 May 2025

https://github.com/OSU-NLP-Group/MagicBrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis

Last synced: 03 Apr 2025

https://github.com/osu-nlp-group/travelplanner

[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

autonomous-agents language-agent large-language-models planning

Last synced: 16 May 2025

https://github.com/osu-nlp-group/gui-agents-paper-list

Building a comprehensive and handy list of papers for GUI agents

Last synced: 16 May 2025

https://github.com/OSU-NLP-Group/GUI-Agents-Paper-List

Building a comprehensive and handy list of papers for GUI agents

Last synced: 26 Apr 2025

https://github.com/osu-nlp-group/uground

[ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

artificial-intelligence gui-agents web-agents

Last synced: 16 May 2025

https://github.com/OSU-NLP-Group/LLM-Planner

[ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

Last synced: 05 Mar 2026

https://github.com/osu-nlp-group/grokkedtransformer

Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'

Last synced: 04 Apr 2025

https://github.com/OSU-NLP-Group/GrokkedTransformer

Code for NeurIPS'24 paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'

Last synced: 13 Mar 2025

https://github.com/osu-nlp-group/llm-planner

[ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

Last synced: 05 Apr 2025

https://github.com/OSU-NLP-Group/UGround

[ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

artificial-intelligence gui-agents web-agents

Last synced: 19 Jun 2026

https://github.com/osu-nlp-group/tablellama

[NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".

Last synced: 26 Apr 2025

https://github.com/OSU-NLP-Group/ScienceAgentBench

[ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

ai4science bioinformatics chemoinformatics code-generation cognitive-neuroscience geoscience language-agent large-language-models task-automation

Last synced: 14 Oct 2025

https://github.com/osu-nlp-group/skillweaver

SkillWeaver is a framework to enable web agent self-improvement through environment exploration and skill synthesis.

Last synced: 03 Aug 2026

https://github.com/OSU-NLP-Group/LLM4Chem

Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"

ai4science chemistry llms molecule

Last synced: 11 Apr 2025

https://github.com/osu-nlp-group/llm4chem

Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"

ai4science chemistry llms molecule

Last synced: 09 Apr 2025

https://github.com/osu-nlp-group/amplegcg

AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM

adversarial-attacks gcg nlp safety

Last synced: 14 Oct 2025

https://github.com/osu-nlp-group/llm-knowledge-conflict

[ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"

Last synced: 02 Mar 2026

https://github.com/osu-nlp-group/agentsafety

Last synced: 03 Feb 2026

https://github.com/osu-nlp-group/webdreamer

"Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents"

Last synced: 04 Jul 2025

https://github.com/osu-nlp-group/mind2web-2

Mind2Web-2 Benchmark: Evaluating Agentic Search with Agent-as-a-Judge

agents benchmark cua dataset webagent

Last synced: 18 Jul 2025

https://github.com/osu-nlp-group/attrscore

Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"

attribution chatgpt evaluation-llms gpt-4 large-language-model large-language-models llms natural-language-processing

Last synced: 26 Apr 2025

https://github.com/osu-nlp-group/llm-planning-eval

[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

language-agent large-language-models mathematical-reasoning planning self-correction text-to-sql tree-search

Last synced: 26 Apr 2025

https://github.com/osu-nlp-group/online-mind2web

An Illusion of Progress? Assessing the Current State of Web Agents

Last synced: 04 Jul 2025

https://github.com/osu-nlp-group/qa4re

[ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"

instruction-tuning large-language-models relation-extraction zero-shot-learning

Last synced: 23 Jul 2025

https://github.com/osu-nlp-group/middleware

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)

agents llm tool-learning

Last synced: 15 Apr 2025

https://github.com/osu-nlp-group/saev

Sparse autoencoders for vision

Last synced: 04 Jul 2025

https://github.com/osu-nlp-group/auto-sql-correction

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

Last synced: 27 Jul 2025

https://github.com/osu-nlp-group/eia_against_webagent

Last synced: 25 Jun 2025

https://github.com/osu-nlp-group/deductive-beam-search

[COLM'24] "Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning"

Last synced: 26 Apr 2025

https://github.com/osu-nlp-group/scienceagentbench

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

ai4science bioinformatics chemoinformatics code-generation cognitive-neuroscience geoscience language-agent large-language-models task-automation

Last synced: 26 Apr 2025

https://github.com/osu-nlp-group/in-context-reranking

Code for "Attention in Large Language Models Yeilds Efficient Zero-Shot Re-Rankers"

Last synced: 04 Jul 2025

https://github.com/osu-nlp-group/redteamcua

RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments

Last synced: 04 Jul 2025

https://github.com/osu-nlp-group/pangu

Last synced: 02 Mar 2026

https://github.com/osu-nlp-group/selm

Symmetric Encryption with Language Models

cryptography encryption llm nlp

Last synced: 09 Oct 2025

https://github.com/osu-nlp-group/explorer

[ACL'25 (Findings)] Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

gui-agents machine-learning synthetic-dataset-generation web-agents

Last synced: 03 Feb 2026

https://github.com/osu-nlp-group/attributionbench

[ACL'24 Findings] AttributionBench: How Hard is Automatic Attribution Evaluation?

Last synced: 01 Mar 2026

https://github.com/osu-nlp-group/seeactchromeextension

Last synced: 14 Oct 2025

https://github.com/osu-nlp-group/kg-r3

Code for the CIKM'23 paper "A Retrieve-and-Read Framework for Knowledge Graph Link Prediction"

Last synced: 11 Jun 2025

https://github.com/osu-nlp-group/chemtoolagent

Official code repo for the paper "ChemToolAgent: The Impact of Tools on Language Agents for Chemistry Problem Solving" (previously "Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving")

agent chemistry llms

Last synced: 04 Jul 2025