Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025

Are Checklists Really Useful for Automatic Evaluation of Generative Tasks? EMNLP 2025

HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025

Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025

Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025

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

MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025

Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025

When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025

LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025

Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025

DINT Transformer EMNLP 2025

SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025

BIG-Bench Extra Hard ACL 2025

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025

An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025

Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025

Connector-S: A Survey of Connectors in Multi-modal Large Language Models IJCAI 2025

AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025

AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity EMNLP 2025

On the Role of Model Prior in Real-World Inductive Reasoning EMNLP 2025

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025

Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline EMNLP 2025

Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025