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Foundation Models

4845 directly classified papers

Papers per year

Papers

CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025
SegBuilder: A Semi-Automatic Annotation Tool for Segmentation WACV 2025
PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation COLING 2025
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? COLING 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025
Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction COLING 2025
Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025
Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts COLING 2025
Automated Molecular Concept Generation and Labeling with Large Language Models COLING 2025
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index COLING 2025
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025
Making Large Language Models into World Models with Precondition and Effect Knowledge COLING 2025
CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives COLING 2025
Automatic Mathematic In-Context Example Generation for LLM Using Multi-Modal Consistency COLING 2025
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning COLING 2025
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025
Searching for Structure: Investigating Emergent Communication with Large Language Models COLING 2025
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework COLING 2025
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025
ICLEval: Evaluating In-Context Learning Ability of Large Language Models COLING 2025