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Core AI

68,645 papers (13 classified directly here)

Subtopics · a paper can sit in several, so these overlap

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)

Papers per year

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11
99
273
4,063
17,181
2000
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Papers (including subtopics)

Whose Opinions Do Language Models Reflect? ICML 2023 Who Should Predict? Exact Algorithms For Learning to Defer to Humans AISTATS 2023 Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification EMNLP 2023 Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers ACL 2023 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023 Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NeurIPS 2023 Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? ICCV 2023 Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation EMNLP 2023 Why Rumors Spread Fast in Social Networks, and How to Stop It IJCAI 2023 Why think step by step? Reasoning emerges from the locality of experience NeurIPS 2023 Why We Should Report the Details in Subjective Evaluation of TTS More Rigorously Interspeech 2023 WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation IJCAI 2023 WIERT: Web Information Extraction via Render Tree AAAI 2023 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023 WikiWhy: Answering and Explaining Cause-and-Effect Questions ICLR 2023 WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023 WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations ICLR 2023 Wing shape estimation with Extended Kalman filtering and KalmanNet neural network of a flexible wing aircraft L4DC 2023 Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model NeurIPS 2023 Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NeurIPS 2023 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic ICLR 2023 Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023 WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023 With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023 With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023