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Foundation Models

4,845 papers

Papers per year

Papers

HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
IndicFinNLP: Financial Natural Language Processing for Indian Languages COLING 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains COLING 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024
Knowledge-aware Attention Network for Medication Effectiveness Prediction 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
Longform Multimodal Lay Summarization of Scientific Papers: Towards Automatically Generating Science Blogs from Research Articles 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
Nested Noun Phrase Identification Using BERT 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