Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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77
224
402
561
898
1,020
1,354
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3,704
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Papers (including subtopics)
Capability Instruction Tuning
AAAI 2025
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
ICLR 2025
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy
ICML 2025
CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences
IJCNLP 2025
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation
ICLR 2025
CAPO: Cost-Aware Prompt Optimization
AutoML 2025
Capture the Key in Reasoning to Enhance CoT Distillation Generalization
ACL 2025
Capturing Intra-Dialectal Variation in Qatari Arabic: A Corpus of Cultural and Gender Dimensions
EMNLP 2025
Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models
ACL 2025
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction
NAACL 2025
Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection
COLING 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement
EMNLP 2025
CARE: Multilingual Human Preference Learning for Cultural Awareness
EMNLP 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
ACL 2025
CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models
ICML 2025
Catastrophic Failure of LLM Unlearning via Quantization
ICLR 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models
EMNLP 2025
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention
ACL 2025
CausalGraph2LLM: Evaluating LLMs for Causal Queries
NAACL 2025
Causal Graph based Event Reasoning using Semantic Relation Experts
ACL 2025
CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery
ACL 2025
CausalLink: An Interactive Evaluation Framework for Causal Reasoning
ACL 2025
Causally Motivated Sycophancy Mitigation for Large Language Models
ICLR 2025
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
ICLR 2025
Causal Understanding by LLMs: The Role of Uncertainty
EMNLP 2025