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Foundation Models

4,845 papers

Papers per year

Papers

Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024
Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
Effective In-Context Example Selection through Data Compression ACL 2024
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024
Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
The Impact of Reasoning Step Length on Large Language Models ACL 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024
SoMeLVLM: A Large Vision Language Model for Social Media Processing ACL 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024
Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024
The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024
LPNL: Scalable Link Prediction with Large Language Models ACL 2024
Functional Overlap Reranking for Neural Code Generation ACL 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ACL 2024
URG: A Unified Ranking and Generation Method for Ensembling Language Models ACL 2024