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Large Language Models

2678 directly classified papers

Papers per year

Papers

Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024
When XGBoost Outperforms GPT-4 on Text Classification: A Case Study NAACL 2024
SGHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Singapore NAACL 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding ACL 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024
LLMs are Good Action Recognizers CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024
MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024
Koala: Key Frame-Conditioned Long Video-LLM CVPR 2024
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs CVPR 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024
Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models CVPR 2024
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024
Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024