Collection by
Jan 4
Jan 4
Collections
Discover the best community collections!
Collections including paper arxiv:2312.01552
Collection by
16 days ago
16 days ago
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Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Paper • 2312.04474 • Published • 27 -
Training Chain-of-Thought via Latent-Variable Inference
Paper • 2312.02179 • Published • 8 -
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
Paper • 2312.01552 • Published • 26 -
AppAgent: Multimodal Agents as Smartphone Users
Paper • 2312.13771 • Published • 49
Collection by
Mar 2
Mar 2
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#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
Paper • 2308.07074 • Published -
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
Paper • 2310.13855 • Published • 1 -
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms
Paper • 2311.13133 • Published -
Group Preference Optimization: Few-Shot Alignment of Large Language Models
Paper • 2310.11523 • Published
Collection by
20 days ago
20 days ago
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The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
Paper • 2210.14986 • Published • 4 -
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
Paper • 2311.10702 • Published • 17 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 72 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 28
Collection by
Dec 6, 2023
Dec 6, 2023
Collection by
Dec 5, 2023
Dec 5, 2023
Collection by
Dec 5, 2023
Dec 5, 2023
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UT5: Pretraining Non autoregressive T5 with unrolled denoising
Paper • 2311.08552 • Published • 6 -
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations
Paper • 2311.08469 • Published • 10 -
Contrastive Chain-of-Thought Prompting
Paper • 2311.09277 • Published • 31 -
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
Paper • 2312.01552 • Published • 26
Collection by
Apr 8
Apr 8
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Eureka: Human-Level Reward Design via Coding Large Language Models
Paper • 2310.12931 • Published • 26 -
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs
Paper • 2311.04901 • Published • 6 -
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Paper • 2311.05884 • Published • 5 -
PolyMaX: General Dense Prediction with Mask Transformer
Paper • 2311.05770 • Published • 6
Collection by
Dec 22, 2023
Dec 22, 2023
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Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
Paper • 2309.10150 • Published • 23 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 26 -
Farzi Data: Autoregressive Data Distillation
Paper • 2310.09983 • Published • 6 -
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
Paper • 2311.05437 • Published • 40
Collection by
20 days ago
20 days ago
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MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Paper • 2309.04662 • Published • 21 -
Neurons in Large Language Models: Dead, N-gram, Positional
Paper • 2309.04827 • Published • 16 -
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
Paper • 2309.05516 • Published • 8 -
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs
Paper • 2309.03907 • Published • 6