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Foundation Models

4845 directly classified papers

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Papers

Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment NAACL 2025

CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts NAACL 2025

The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025

Exploring Safety-Utility Trade-Offs in Personalized Language Models NAACL 2025

The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept Understanding NAACL 2025

xLAM: A Family of Large Action Models to Empower AI Agent Systems NAACL 2025

Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming NAACL 2025

HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025

Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks NAACL 2025

Tonguescape: Exploring Language Models Understanding of Vowel Articulation NAACL 2025

Complete Chess Games Enable LLM Become A Chess Master NAACL 2025

Local Prompt Optimization NAACL 2025

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering NAACL 2025

Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity NAACL 2025

STEP: Staged Parameter-Efficient Pre-training for Large Language Models NAACL 2025

A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference NAACL 2025

Explore the Reasoning Capability of LLMs in the Chess Testbed NAACL 2025

Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard NAACL 2025

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation NAACL 2025

CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents NAACL 2025

FinLLM-B: When Large Language Models Meet Financial Breakout Trading NAACL 2025

Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text NAACL 2025

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens NAACL 2025