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Core AI

68,645 papers (13 classified directly here)

Multimodal Learning (14,926) Large Language Models (9,515) Interpretability (8,292) Foundation Models (5,277) Agent Systems (4,710) Causal Inference (3,958) Multi-Agent Systems (3,842) AI Safety (3,602) Planning (3,482) Reasoning (3,360) Human-AI Interaction (2,465) Model Compression (2,258) Natural Language Processing (2,186) Responsible AI (2,130) Computer Vision (1,901) Game AI (1,846) Reinforcement Learning (1,698) Adversarial Learning (1,500) Autonomous Vehicles (1,488) Language (1,345) Fairness (1,279) Game Theory (1,129) Robotics (1,087) Dialogue Systems (1,066) Efficient Computing (956) Vision-Language Models (928) Knowledge Graph (735) Procedural Generation (709) Trajectory Prediction (676) Evaluation (655) Privacy (617) Natural Language Generation (573) Information Retrieval (541) Memory (526) Decision Making (480) Safety (474) Knowledge Representation (409) Knowledge (386) Information Extraction (378) Speech Processing (310) Knowledge Graphs (282) Security (256) Uncertainty Quantification (246) Representation Learning (239) Retrieval-Augmented Generation (225) Knowledge Editing (200) Question Answering (199) Attention (198) Robustness (186) Knowledge Distillation (185) Code Generation (168) Explainability (142) Brain-Computer Interface (141) Neural Networks (136) Anomaly Detection (132) Automated Reasoning (84) Natural Language Understanding (81) Multi-Lingual Learning (79) Education (64) Machine Translation (57) Learning Paradigms (57) Speech Recognition (55) Risk Management (51) Visual Question Answering (49) Communication (35) Motion Analysis (32) Natural Language Inference (29) Sentiment Analysis (19) Representation (17)
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Papers (including subtopics)

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP EMNLP 2024 From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NeurIPS 2024 From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding CVPR 2024 From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning NAACL 2024 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models EMNLP 2024 From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ACL 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024 From Neurons to Neutrons: A Case Study in Interpretability ICML 2024 From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From Past to Future: Rethinking Eligibility Traces AAAI 2024 From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations IJCAI 2024 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues EMNLP 2024 From raw data to safety: Reducing conservatism by set expansion L4DC 2024 From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis AAAI 2024 From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression EMNLP 2024 From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards ACL 2024 From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024 From Role-Play to Drama-Interaction: An LLM Solution ACL 2024 From Shortcuts to Triggers: Backdoor Defense with Denoised PoE NAACL 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 2024