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Large Language Models

2678 directly classified papers

Papers per year

Papers

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NIPS 2024
What matters when building vision-language models? NIPS 2024
Aligner: Efficient Alignment by Learning to Correct NIPS 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NIPS 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NIPS 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NIPS 2024
Hypothesis Testing the Circuit Hypothesis in LLMs NIPS 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NIPS 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024
FinBen: A Holistic Financial Benchmark for Large Language Models NIPS 2024
Set It Up!: Functional Object Arrangement with Compositional Generative Models RSS 2024
Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SEMEVAL 2024
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning ACL 2024
DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis ACL 2024
CausalBench: A Comprehensive Benchmark for Evaluating Causal Reasoning Capabilities of Large Language Models ACL 2024
HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024
PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024
Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP ACL 2024
LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ACL 2024
Subjectivity Detection in English News using Large Language Models ACL 2024
Impact of Decoding Methods on Human Alignment of Conversational LLMs ACL 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024
Empaths at WASSA 2024 Empathy and Personality Shared Task: Turn-Level Empathy Prediction Using Psychological Indicators ACL 2024