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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)

AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models NeurIPS 2024 AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training ICML 2024 ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models NeurIPS 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NeurIPS 2024 AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NeurIPS 2024 Alternative Measures of Direct and Indirect Effects PGM 2024 AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024 Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024 Altruism in Facility Location Problems AAAI 2024 Alt-Text with Context: Improving Accessibility for Images on Twitter ICLR 2024 AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents ICLR 2024 AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction NAACL 2024 Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition ACL 2024 A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition EACL 2024 AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning SemEval 2024 Ambiguity-Aware Abductive Learning ICML 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 AMD: Anatomical Motion Diffusion with Interpretable Motion Decomposition and Fusion AAAI 2024 AMD: Autoregressive Motion Diffusion AAAI 2024 A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task ACL 2024 A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity ICML 2024 Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes EACL 2024 Ameliorate Spurious Correlations in Dataset Condensation ICML 2024 Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models ICML 2024 American Sign Language Handshapes Reflect Pressures for Communicative Efficiency ACL 2024