├── README.md └── assets ├── Awesome_AI-powered_Researchers ├── LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward.png ├── a-fair-and-free-prompt-based-research-assistant.png ├── a-retrieval-augmented-generation-framework-for-academic-literature-navigation-in-data-science.png ├── a-system-for-quantifying-data-science-workflows-with-fine-grained-procedural-logging-and-a-pilot-study.png ├── academic-gpt-empowering-academic-research.png ├── accelerating-science-with-human-aware-artificial-intelligence.png ├── accelerating-science-with-human-versus-alien-artificial-intelligences.png ├── accelerating-scientific-research-through-a-multi-llm-framework.png ├── adapto-ml-ux-an-adaptive-user-centered-gui-based-auto-ml-toolkit-for-non-ai-experts-and-hci-researchers.png ├── agent-based-learning-of-materials-datasets-from-scientific-literature.png ├── agent-laboratory-using-llm-agents-as-research-assistants.png ├── ai-assistants-a-framework-for-semi-automated-data-wrangling.png ├── ai-assisted-sql-authoring-at-industry-scale.png ├── ai-instruments-embodying-prompts-as-instruments-to-pdftract-reflect-graphical-interface-commands-as-general-purpose-tools.png ├── ai-research-associate-for-early-stage-scientific-discovery.png ├── ai-sci-vision-a-framework-for-specializing-large-multimodal-models-in-scientific-image-classification.png ├── aide-ai-driven-exploration-in-the-space-of-code.png ├── aigs-generating-science-from-ai-powered-automated-falsification.png ├── an-autonomous-large-language-model-agent-for-chemical-literature-data-mining.png ├── artificial-intelligence-for-scientific-research-authentic-research-education-framework.png ├── assist-gpt-a-general-multi-modal-assistant-that-can-plan-execute-inspect-and-learn.png ├── auto-agent-a-fully-automated-and-zero-code-framework-for-llm-agents.png ├── auto-dev-automated-ai-driven-development.png ├── automated-capability-discovery-via-model-self-exploration.png ├── automated-code-review-in-practice.png ├── automated-focused-feedback-generation-for-scientific-writing-assistance.png ├── automating-care-by-self-maintainability-for-full-laboratory-automation.png ├── beyond-rag-question-identification-and-answer-generation-in-real-time-conversations.png ├── beyond-summarization-designing-ai-support-for-real-world-expository-writing-tasks.png ├── bug-blitz-ai-an-intelligent-qa-assistant.png ├── care-collaborative-ai-assisted-reading-environment.png ├── chart-citor-multi-agent-framework-for-fine-grained-chart-visual-attribution.png.png ├── chat-dbg-an-ai-powered-debugging-assistant.png ├── chem-crow-augmenting-large-language-models-with-chemistry-tools.png ├── code-a-11-y-making-ai-coding-assistants-useful-for-accessible-web-development.png ├── collective-predictive-coding-as-model-of-science-formalizing-scientific-activities-towards-generative-science.png ├── cycle-researcher-improving-automated-research-via-automated-review.png ├── deep-review-improving-llm-based-paper-review-with-human-like-deep-thinking-process.png ├── docmaster-a-unified-platform-for-annotation-training-inference-in-document-question-answering.png ├── documentation-matters-human-centered-ai-system-to-assist-data-science-code-documentation-in-computational-notebooks.png ├── dolphin-closed-loop-open-ended-auto-research-through-thinking-practice-and-feedback.png ├── ds-agent-automated-data-science-by-empowering-large-language-models-with-case-based-reasoning.png ├── effidit-your-ai-writing-assistant.png ├── empowering-biomedical-discovery-with-ai-agents.png ├── enabling-ai-scientists-to-recognize-innovation-a-domain-agnostic-algorithm-for-assessing-novelty.png ├── enhancing-ai-assisted-writing-with-one-shot-implicit-negative-feedback.png ├── evo-pat-a-multi-llm-based-patents-summarization-and-analysis-agent.png ├── exploring-human-ai-collaboration-in-agile-customised-llm-meeting-assistants-png.png ├── from-documents-to-dialogue-building-kg-rag-enhanced-ai-assistants.png ├── gear-up-generative-ai-and-external-knowledge-based-retrieval-upgrading-scholarly-article-searches-for-systematic-reviews.png ├── genesis-towards-the-automation-of-systems-biology-research.png ├── geo-llm-extracting-geospatial-knowledge-from-large-language-models.png ├── improving-steering-and-verification-in-ai-assisted-data-analysis-with-interactive-task-decomposition.png ├── interactive-editing-for-text-summarization.png ├── knowledge-retrieval-based-on-generative-ai.png ├── knowledge-synthesis-of-photosynthesis-research-using-a-large-language-model.png ├── l-la-va-plus-learning-to-use-tools-for-creating-multimodal-agents.png ├── leveraging-large-language-models-for-code-translation-and-software-development-in-scientific-computing.png ├── ll-ms-can-realize-combinatorial-creativity-generating-creative-ideas-via-ll-ms-for-scientific-research.png ├── many-heads-are-better-than-one-improved-scientific-idea-generation-by-a-llm-based-multi-agent-system.png ├── mat-pilot-an-llm-enabled-ai-materials-scientist-under-the-framework-of-human-machine-collaboration.png ├── meta-scientist-a-human-ai-synergistic-framework-for-automated-mechanical-metamaterial-design.png ├── multi-agent-system-for-cosmological-parameter-analysis.png ├── multi-line-ai-assisted-code-authoring.png ├── no-teeline-supporting-real-time-personalized-notetaking-with-llm-enhanced-micronotes.png ├── patent-gpt-a-large-language-model-for-patent-drafting-using-knowledge-based-fine-tuning-method.png ├── research-agent-iterative-research-idea-generation-over-scientific-literature-with-large-language-models.png ├── sara-smart-ai-reading-assistant-for-reading-comprehension.png ├── sci-agents-automating-scientific-discovery-through-multi-agent-intelligent-graph-reasoning.png ├── semantic-navigation-for-ai-assisted-ideation.png ├── seq-mate-a-novel-large-language-model-pipeline-for-automating-rna-sequencing.png ├── steward-natural-language-web-automation.png ├── tape-agents-a-holistic-framework-for-agent-development-and-optimization.png ├── the-ai-scientist-towards-fully-automated-open-ended-scientific-discovery.png ├── tool-llm-facilitating-large-language-models-to-master-16000-real-world-ap-is.png ├── towards-an-ai-co-scientist.png ├── vision-a-modular-ai-assistant-for-natural-human-instrument-interaction-at-scientific-user-facilities.png └── weaver-foundation-models-for-creative-writing.png ├── Benchmark ├── aaar-1-0-assessing-a-is-potential-to-assist-research.png ├── auto-bench-an-automated-benchmark-for-scientific-discovery-in-ll-ms.png ├── auto-pen-bench-benchmarking-generative-agents-for-penetration-testing.png ├── bolaa-benchmarking-and-orchestrating-llm-augmented-autonomous-agents.png ├── chem-dfm-x-towards-large-multimodal-model-for-chemistry.png ├── ci-bench-benchmarking-contextual-integrity-of-ai-assistants-on-synthetic-data.png ├── code-mmlu-a-multi-task-benchmark-for-assessing-code-understanding-capabilities-of-code-ll-ms.png ├── ds-bench-how-far-are-data-science-agents-to-becoming-data-science-experts.png ├── gaia-a-benchmark-for-general-ai-assistants.png ├── gmai-mm-bench-a-comprehensive-multimodal-evaluation-benchmark-towards-general-medical-ai.png ├── how-well-do-ll-ms-generate-code-for-different-application-domains-benchmark-and-evaluation.png ├── inquire-a-natural-world-text-to-image-retrieval-benchmark.png ├── insect-foundation-a-foundation-model-and-large-multimodal-dataset-for-vision-language-insect-understanding.png ├── lat-eval-an-interactive-ll-ms-evaluation-benchmark-with-incomplete-information-from-lateral-thinking-puzzles.png ├── learn-to-explain-multimodal-reasoning-via-thought-chains-for-science-question-answering.png ├── learning-to-coordinate-with-experts-png.png ├── lhrs-bot-empowering-remote-sensing-with-vgi-enhanced-large-multimodal-language-model.png ├── llm-4-ds-evaluating-large-language-models-for-data-science-code-generation.png ├── massw-a-new-dataset-and-benchmark-tasks-for-ai-assisted-scientific-workflows.png ├── mega-wika-millions-of-reports-and-their-sources-across-50-diverse-languages.png ├── minerva-a-programmable-memory-test-benchmark-for-language-models.png ├── mm-sci-a-dataset-for-graduate-level-multi-discipline-multimodal-scientific-understanding.png ├── ocean-gpt-a-large-language-model-for-ocean-science-tasks.png ├── red-code-risky-code-execution-and-generation-benchmark-for-code-agents.png ├── sci-code-a-research-coding-benchmark-curated-by-scientists.png ├── seafloor-ai-a-large-scale-vision-language-dataset-for-seafloor-geological-survey.png ├── theoretical-physics-benchmark-tp-bench-a-dataset-and-study-of-ai-reasoning-capabilities-in-theoretical-physics.png ├── ug-physics-a-comprehensive-benchmark-for-undergraduate-physics-reasoning-with-large-language-models.png └── uni-sum-eval-towards-unified-fine-grained-multi-dimensional-summarization-evaluation-for-ll-ms.png ├── ChatEval.png ├── CoT.png ├── Coorperation_Strategy_Research ├── agent-verse-facilitating-multi-agent-collaboration-and-exploring-emergent-behaviors.png ├── camel-communicative-agents-for-mind-exploration-of-large-language-model-society.png ├── chat-dev-communicative-agents-for-software-development.png ├── chat-eval-towards-better-llm-based-evaluators-through-multi-agent-debate.png ├── debate-helps-weak-to-strong-generalization.png ├── generative-ai-voting-fair-collective-choice-is-resilient-to-llm-biases-and-inconsistencies.png └── ll-ms-as-debate-partners-utilizing-genetic-algorithms-and-adversarial-search-for-adaptive-arguments.png ├── Evaluation_Methods ├── ai-data-readiness-inspector-aidrin-for-quantitative-assessment-of-data-readiness-for-ai.png ├── aligning-ai-driven-discovery-with-human-intuition.png ├── bridging-logic-programming-and-deep-learning-for-explainability-through-ilasp.png ├── eaira-establishing-a-methodology-for-evaluating-ai-models-as-scientific-research-assistants.png ├── evaluating-the-code-quality-of-ai-assisted-code-generation-tools-an-empirical-study-on-git-hub-copilot-amazon-code-whisperer-and-chat-gpt.png ├── explaining-reward-functions-to-humans-for-better-human-robot-collaboration.png ├── fine-grained-appropriate-reliance-human-ai-collaboration-with-a-multi-step-transparent-decision-workflow-for-complex-task-decomposition.png ├── giga-check-detecting-llm-generated-content.png ├── learning-to-assist-agents-by-observing-them.png ├── self-explanation-in-social-ai-agents.png ├── supporting-the-development-of-machine-learning-for-fundamental-science-in-a-federated-cloud-with-the-ai-infn-platform.png ├── the-impact-of-ai-and-peer-feedback-on-research-writing-skills-a-study-using-the-cg-scholar-platform-among-kazakhstani-scholars.png ├── visar-a-human-ai-argumentative-writing-assistant-with-visual-programming-and-rapid-draft-prototyping.png └── vital-insight-assisting-experts-context-driven-sensemaking-of-multi-modal-personal-tracking-data-using-visualization-and-human-in-the-loop-llm-agents.png ├── Foundation_Research ├── auto-gen-enabling-next-gen-llm-applications-via-multi-agent-conversation.png ├── chain-of-thought-prompting-elicits-reasoning-in-large-language-models.png ├── mask-dpo-generalizable-fine-grained-factuality-alignment-of-ll-ms.png ├── meta-agents-simulating-interactions-of-human-behaviors-for-llm-based-task-oriented-coordination-via-collaborative-generative-agents.png ├── meta-gpt-meta-programming-for-a-multi-agent-collaborative-framework.png ├── natural-language-is-a-programming-language-applying-natural-language-processing-to-software-development.png ├── 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