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Foundation Models

4845 directly classified papers

Papers per year

Papers

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models EMNLP 2023

Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces EMNLP 2023

Dissecting Recall of Factual Associations in Auto-Regressive Language Models EMNLP 2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023

Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU EMNLP 2023

Controlling Pre-trained Language Models for Grade-Specific Text Simplification EMNLP 2023

We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields EMNLP 2023

Character-LLM: A Trainable Agent for Role-Playing EMNLP 2023

ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games EMNLP 2023

Aligning Large Language Models through Synthetic Feedback EMNLP 2023

CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code EMNLP 2023

Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding EMNLP 2023

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model EMNLP 2023

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication EMNLP 2023

Prompting with Pseudo-Code Instructions EMNLP 2023

H2O Open Ecosystem for State-of-the-art Large Language Models EMNLP 2023

CLEVA: Chinese Language Models EVAluation Platform EMNLP 2023

Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs EMNLP 2023

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP 2023

EELBERT: Tiny Models through Dynamic Embeddings EMNLP 2023

JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization EMNLP 2023

DUBLIN: Visual Document Understanding By Language-Image Network EMNLP 2023

On Sample-Efficient Code Generation EMNLP 2023

An Adaptive Prompt Generation Framework for Task-oriented Dialogue System EMNLP 2023

Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs EMNLP 2023