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
1
4
10
1
11
82
89
98
89
99
120
153
269
217
273
416
1,053
1,809
3,137
4,063
4,997
5,940
7,896
12,509
17,181
8,128
2000
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'25
Papers (including subtopics)
Beyond graphemes and phonemes: continuous phonological features in neural text-to-speech synthesis
Interspeech 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities
AAAI 2024
Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data
EMNLP 2024
Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
ICLR 2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
EMNLP 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models
EMNLP 2024
Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling
COLING 2024
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
EMNLP 2024
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
ACL 2024
Beyond Optimism: Exploration With Partially Observable Rewards
NeurIPS 2024
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs
NAACL 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
EMNLP 2024
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
EMNLP 2024
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models
ACL 2024
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
ECCV 2024
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models
NeurIPS 2024
Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective
ACL 2024
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
ICLR 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph
ACL 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
EMNLP 2024
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction
ACL 2024
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
NeurIPS 2024
Beyond Slow Signs in High-fidelity Model Extraction
NeurIPS 2024
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models
ICML 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities
COLING 2024