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Foundation Models

4845 directly classified papers

Papers per year

Papers

Do language models have coherent mental models of everyday things? ACL 2023

MEGA: Multilingual Evaluation of Generative AI EMNLP 2023

The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023

Assessing the influence of attractor-verb distance on grammatical agreement in humans and language models EMNLP 2023

ATHENA: Mathematical Reasoning with Thought Expansion EMNLP 2023

InstructPTS: Instruction-Tuning LLMs for Product Title Summarization EMNLP 2023

Time-Aware Representation Learning for Time-Sensitive Question Answering EMNLP 2023

The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks EMNLP 2023

Alignment via Mutual Information EMNLP 2023

AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ACL 2023

QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism ACL 2023

A future for universal grapheme-phoneme transduction modeling with neuralized finite-state transducers ACL 2023

AdityaPatkar at WASSA 2023 Empathy, Emotion, and Personality Shared Task: RoBERTa-Based Emotion Classification of Essays, Improving Performance on Imbalanced Data ACL 2023

Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers ACL 2023

Exploring Linguistic Probes for Morphological Generalization EMNLP 2023

How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech ACL 2023

Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023

Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023

Fractional Denoising for 3D Molecular Pre-training ICML 2023

Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies ICML 2023

Understand and Modularize Generator Optimization in ELECTRA-style Pretraining ICML 2023

LongCoder: A Long-Range Pre-trained Language Model for Code Completion ICML 2023

QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms ICML 2023

Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023

3D-Aware Multi-Class Image-to-Image Translation With NeRFs CVPR 2023