← Core AI
Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025
POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation EMNLP 2025
Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025
LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025
VIVA+: Human-Centered Situational Decision-Making EMNLP 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices EMNLP 2025
Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models EMNLP 2025
Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning EMNLP 2025
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025
CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture EMNLP 2025
Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025
S*: Test Time Scaling for Code Generation EMNLP 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025
The Price of Format: Diversity Collapse in LLMs EMNLP 2025
ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025
X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding EMNLP 2025
An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer’s Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations EMNLP 2025