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Foundation Models

4845 directly classified papers

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Papers

Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025

InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025

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

EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025

Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025

GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025

NurseLLM: The First Specialized Language Model for Nursing 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

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

Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025

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

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

Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025

SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025

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

Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025

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

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025

AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025

A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025

seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs EMNLP 2025

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

Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025

DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025