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Papers
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions
EMNLP 2025
Computational Analysis of Conversation Dynamics through Participant Responsivity
EMNLP 2025
Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models
EMNLP 2025
Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs
AACL 2025
Computation Mechanism Behind LLM Position Generalization
ACL 2025
Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders
ICML 2025
Compute-Optimal LLMs Provably Generalize Better with Scale
ICLR 2025
Concept Bottleneck Large Language Models
ICLR 2025
ConceptCarve: Dynamic Realization of Evidence
ACL 2025
Concept Matching with Agent for Out-of-Distribution Detection
AAAI 2025
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)
AAAI 2025
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract)
AAAI 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models
ACL 2025
Concise and Organized Perception Facilitates Reasoning in Large Language Models
NAACL 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
EMNLP 2025
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages
ACL 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering
EMNLP 2025
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching
EMNLP 2025
Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models
EMNLP 2025
Confidence Elicitation: A New Attack Vector for Large Language Models
ICLR 2025
Confidence Improves Self-Consistency in LLMs
ACL 2025
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
ACL 2025
Conflict and Overlap Classification in Construction Standards Using a Large Language Model
NAACL 2025
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation
EMNLP 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information
EMNLP 2025