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Foundation Models

4,860 papers

Papers per year

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2
123
1821
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'25

Papers

TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025
PathwiseRAG: Multi-Dimensional Exploration and Integration Framework EMNLP 2025
InterIDEAS: Philosophical Intertextuality via LLMs EMNLP 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025
Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025
Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025
Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning EMNLP 2025
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025
Following Length Constraints in Instructions EMNLP 2025
Personality Vector: Modulating Personality of Large Language Models by Model Merging EMNLP 2025
LASER: An LLM-based ASR Scoring and Evaluation Rubric EMNLP 2025
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025
ReSeeding Latent States for Sequential Language Understanding EMNLP 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025
GraphAgent: Agentic Graph Language Assistant EMNLP 2025
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025