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Foundation Models

4845 directly classified papers

Papers per year

Papers

Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025

The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025

Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025

Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025

D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025

Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025

CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025

LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025

Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching ACL 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025

The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence ACL 2025

CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate ACL 2025

CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025

EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ACL 2025

Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025

Research Borderlands: Analysing Writing Across Research Cultures ACL 2025

Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025

SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025

Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025

OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition ACL 2025

Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025

CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025

Tracking and Identifying International Propaganda and Influence Networks Online AAAI 2025

Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity AAAI 2025

Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025