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Foundation Models

4845 directly classified papers

Papers per year

Papers

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025

PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025

Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models EMNLP 2025

Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025

Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025

Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025

D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025

Minimal Pair-Based Evaluation of Code-Switching ACL 2025

LightThinker: Thinking Step-by-Step Compression EMNLP 2025

Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025

From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? EMNLP 2025

PRM: Photometric Stereo based Large Reconstruction Model ICCV 2025

Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025

DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction ACL 2025

Thought calibration: Efficient and confident test-time scaling EMNLP 2025

Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025

Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025

Overview of the BioLaySumm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports ACL 2025

FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining EMNLP 2025

Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025

Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025

PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis ACL 2025

Can Large Language Models Tackle Graph Partitioning? EMNLP 2025

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025

STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks IJCAI 2025