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Foundation Models

4845 directly classified papers

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Papers

StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024

Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots ACL 2024

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models ACL 2024

On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models ACL 2024

Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024

Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024

Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression ACL 2024

Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement ACL 2024

CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs’ Mathematical Reasoning Capabilities ACL 2024

Exploring Reversal Mathematical Reasoning Ability for Large Language Models ACL 2024

CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models ACL 2024

BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024

Diffusion Guided Language Modeling ACL 2024

InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024

Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024

S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs ACL 2024

LMDX: Language Model-based Document Information Extraction and Localization ACL 2024

NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes ACL 2024

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024