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Foundation Models

4845 directly classified papers

Papers per year

Papers

Language-driven All-in-one Adverse Weather Removal CVPR 2024

BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SEMEVAL 2024

Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text SEMEVAL 2024

Autoregressive Score Generation for Multi-trait Essay Scoring EACL 2024

QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024

Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024

KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024

Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024

LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024

LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation COLING 2024

LFED: A Literary Fiction Evaluation Dataset for Large Language Models COLING 2024

LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024

Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models COLING 2024

LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024

Llama-VITS: Enhancing TTS Synthesis with Semantic Awareness COLING 2024

LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models COLING 2024

Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024

On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024

On the Scaling Laws of Geographical Representation in Language Models COLING 2024

On Zero-Shot Counterspeech Generation by LLMs COLING 2024

PECC: Problem Extraction and Coding Challenges COLING 2024

QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024

Qsnail: A Questionnaire Dataset for Sequential Question Generation COLING 2024

Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations COLING 2024