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Foundation Models

4845 directly classified papers

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Papers

Revisiting the Self-Consistency Challenges in Multi-Choice Question Formats for Large Language Model Evaluation COLING 2024

ARM: Alignment with Residual Energy-Based Model NAACL 2024

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation NAACL 2024

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models NAACL 2024

Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning NAACL 2024

How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024

Unveiling Divergent Inductive Biases of LLMs on Temporal Data NAACL 2024

Efficient Sample-Specific Encoder Perturbations NAACL 2024

Arithmetic Reasoning with LLM: Prolog Generation & Permutation NAACL 2024

Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation NAACL 2024

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models NAACL 2024

Large Language Models Encode the Practice of Medicine NAACL 2024

Automatic Pair Construction for Contrastive Post-training NAACL 2024

Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? NAACL 2024

Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles NAACL 2024

CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation NAACL 2024

FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024

Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024

HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024

Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations NAACL 2024

Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models NAACL 2024

CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024

Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024