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Large Language Models

2678 directly classified papers

Papers per year

Papers

Internal Chain-of-Thought: Empirical Evidence for Layer‐wise Subtask Scheduling in LLMs EMNLP 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025
SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses AAAI 2025
Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025
Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025
Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025
TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025
Fully Test-Time Adaptation for Feature Decrement in Tabular Data IJCAI 2025
Block Circulant Adapter for Large Language Models IJCAI 2025
Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025
Expanding the Category of Classifiers with LLM Supervision IJCAI 2025
In-Context Meta LoRA Generation IJCAI 2025
Dynamic and Adaptive Feature Generation with LLM IJCAI 2025
Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025
Unified Molecule-Text Language Model with Discrete Token Representation IJCAI 2025
Generating Grounded Responses to Counter Misinformation via Learning Efficient Fine-Grained Critiques IJCAI 2025
Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models IJCAI 2025
Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025