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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

Towards Concept-Aware Large Language Models EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks EMNLP 2023
Context-faithful Prompting for Large Language Models EMNLP 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023
Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023
ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023
Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023
Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
Argument Detection in Student Essays under Resource Constraints EMNLP 2023
ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind EMNLP 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks EMNLP 2023
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning EMNLP 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests EMNLP 2023
Alignment via Mutual Information EMNLP 2023
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency EMNLP 2023
Harnessing the Plug-and-Play Controller by Prompting EMNLP 2023
ChatGPT as a Java Decompiler EMNLP 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses EMNLP 2023
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation EMNLP 2023