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Nov 23, 2023
Nov 23, 2023
Collections
Discover the best community collections!
Collections including paper arxiv:2211.11559
Collection by
Oct 29, 2023
Oct 29, 2023
Collection by
May 20
May 20
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Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
Paper • 2204.04581 • Published • 1 -
Large Language Models (GPT) Struggle to Answer Multiple-Choice Questions about Code
Paper • 2303.08033 • Published • 1 -
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
Paper • 2305.14869 • Published • 1 -
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering
Paper • 2305.05936 • Published • 1
Collection by
Jun 20
Jun 20
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CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
Paper • 2310.10134 • Published • 1 -
TiC-CLIP: Continual Training of CLIP Models
Paper • 2310.16226 • Published • 8 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 28 -
Controlled Decoding from Language Models
Paper • 2310.17022 • Published • 14
Collection by
Oct 4
Oct 4
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Creative Robot Tool Use with Large Language Models
Paper • 2310.13065 • Published • 8 -
CodeCoT and Beyond: Learning to Program and Test like a Developer
Paper • 2308.08784 • Published • 5 -
Lemur: Harmonizing Natural Language and Code for Language Agents
Paper • 2310.06830 • Published • 31 -
CodePlan: Repository-level Coding using LLMs and Planning
Paper • 2309.12499 • Published • 73
Collection by
Apr 6
Apr 6
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Ada-Instruct: Adapting Instruction Generators for Complex Reasoning
Paper • 2310.04484 • Published • 5 -
Diversity of Thought Improves Reasoning Abilities of Large Language Models
Paper • 2310.07088 • Published • 5 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 77 -
Democratizing Reasoning Ability: Tailored Learning from Large Language Model
Paper • 2310.13332 • Published • 14
Collection by
Sep 9
Sep 9
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Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
Paper • 2310.15123 • Published • 7 -
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Paper • 2310.13227 • Published • 12 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 11 -
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8
Collection by
Sep 9
Sep 9
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Matryoshka Diffusion Models
Paper • 2310.15111 • Published • 40 -
SortedNet, a Place for Every Network and Every Network in its Place: Towards a Generalized Solution for Training Many-in-One Neural Networks
Paper • 2309.00255 • Published • 1 -
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)
Paper • 2309.08968 • Published • 22 -
Matryoshka Representation Learning
Paper • 2205.13147 • Published • 9
Collection by
Sep 13
Sep 13
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KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
Paper • 2310.15511 • Published • 4 -
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Paper • 2310.13227 • Published • 12 -
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning
Paper • 2310.04474 • Published • 2 -
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper • 2310.12823 • Published • 35
Collection by
Sep 23
Sep 23
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Woodpecker: Hallucination Correction for Multimodal Large Language Models
Paper • 2310.16045 • Published • 14 -
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models
Paper • 2310.14566 • Published • 25 -
SILC: Improving Vision Language Pretraining with Self-Distillation
Paper • 2310.13355 • Published • 6 -
Conditional Diffusion Distillation
Paper • 2310.01407 • Published • 20