Papers Read on AI
By Rob
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Episodes: 200
Description
Keeping you up to date with the latest trends and best performing architectures in this fast evolving field in computer science.
Selecting papers by comparative results, citations and influence we educate you on the latest research.
Consider supporting us on Patreon.com/PapersRead for feedback and ideas.
| Episode | Date |
|---|---|
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Make Your LLM Fully Utilize the Context
|
May 03, 2024 |
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How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
|
May 02, 2024 |
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Dynamic Generation of Personalities with Large Language Models
|
Apr 30, 2024 |
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Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
|
Apr 25, 2024 |
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Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
|
Apr 24, 2024 |
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Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
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Apr 23, 2024 |
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Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
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Apr 22, 2024 |
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Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
|
Apr 19, 2024 |
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InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
|
Apr 18, 2024 |
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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
|
Apr 16, 2024 |
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AutoCodeRover: Autonomous Program Improvement
|
Apr 15, 2024 |
|
TrustLLM: Trustworthiness in Large Language Models
|
Apr 15, 2024 |
|
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation
|
Apr 12, 2024 |
|
Fast Timing-Conditioned Latent Audio Diffusion
|
Apr 11, 2024 |
|
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
|
Apr 10, 2024 |
|
ReFT: Representation Finetuning for Language Models
|
Apr 09, 2024 |
|
Long-form factuality in large language models
|
Apr 08, 2024 |
|
Jamba: A Hybrid Transformer-Mamba Language Model
|
Apr 06, 2024 |
|
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
|
Apr 05, 2024 |
|
MegaBlocks: Efficient Sparse Training with Mixture-of-Experts
|
Apr 04, 2024 |
|
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild
|
Apr 03, 2024 |
|
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
|
Apr 02, 2024 |
|
Evolutionary Optimization of Model Merging Recipes
|
Mar 27, 2024 |
|
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
|
Mar 26, 2024 |
|
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
|
Mar 25, 2024 |
|
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
|
Mar 22, 2024 |
|
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
|
Mar 21, 2024 |
|
Chronos: Learning the Language of Time Series
|
Mar 19, 2024 |
|
Linear Transformers with Learnable Kernel Functions are Better In-Context Models
|
Mar 18, 2024 |
|
SplattingAvatar: Realistic Real-Time Human Avatars with Mesh-Embedded Gaussian Splatting
|
Mar 15, 2024 |
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Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents
|
Mar 14, 2024 |
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
|
Mar 13, 2024 |
|
TripoSR: Fast 3D Object Reconstruction from a Single Image
|
Mar 12, 2024 |
|
Diffusion Model-Based Image Editing: A Survey
|
Mar 08, 2024 |
|
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
|
Mar 07, 2024 |
|
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation
|
Mar 06, 2024 |
|
Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases
|
Mar 05, 2024 |
|
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
|
Mar 04, 2024 |
|
BitDelta: Your Fine-Tune May Only Be Worth One Bit
|
Feb 27, 2024 |
|
Ring Attention with Blockwise Transformers for Near-Infinite Context
|
Feb 26, 2024 |
|
Premise Order Matters in Reasoning with Large Language Models
|
Feb 23, 2024 |
|
Generative Representational Instruction Tuning
|
Feb 20, 2024 |
|
DoRA: Weight-Decomposed Low-Rank Adaptation
|
Feb 19, 2024 |
|
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
|
Feb 18, 2024 |
|
World Model on Million-Length Video And Language With RingAttention
|
Feb 17, 2024 |
|
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
|
Feb 16, 2024 |
|
Fractal Patterns May Unravel the Intelligence in Next-Token Prediction
|
Feb 15, 2024 |
|
Precise Zero-Shot Dense Retrieval without Relevance Labels
|
Feb 13, 2024 |
|
Relevance-guided Supervision for OpenQA with ColBERT
|
Feb 11, 2024 |
|
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
|
Feb 11, 2024 |
|
PLAID: An Efficient Engine for Late Interaction Retrieval
|
Feb 10, 2024 |
|
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
|
Feb 09, 2024 |
|
Corrective Retrieval Augmented Generation
|
Feb 08, 2024 |
|
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
|
Feb 07, 2024 |
|
A Comprehensive Survey on 3D Content Generation
|
Feb 07, 2024 |
|
OLMo: Accelerating the Science of Language Models
|
Feb 06, 2024 |
|
Who’s Harry Potter? Approximate Unlearning in LLMs
|
Feb 04, 2024 |
|
Parameter-Efficient Transfer Learning for NLP
|
Feb 03, 2024 |
|
A Survey on Transformers in Reinforcement Learning
|
Feb 02, 2024 |
|
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models
|
Feb 01, 2024 |
|
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
|
Jan 31, 2024 |
|
Matryoshka Representation Learning
|
Jan 30, 2024 |
|
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
|
Jan 27, 2024 |
|
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
|
Jan 26, 2024 |
|
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
|
Jan 25, 2024 |
|
Self-Rewarding Language Models
|
Jan 24, 2024 |
|
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
|
Jan 23, 2024 |
|
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
|
Jan 22, 2024 |
|
Quantifying Language Models’ Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
|
Jan 19, 2024 |
|
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
|
Jan 18, 2024 |
|
Large Language Models for Generative Information Extraction: A Survey
|
Jan 17, 2024 |
|
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
|
Jan 16, 2024 |
|
Soaring from 4K to 400K: Extending LLM’s Context with Activation Beacon
|
Jan 15, 2024 |
|
Parameter-Efficient Transfer Learning for NLP
|
Jan 13, 2024 |
|
Mixtral of Experts
|
Jan 12, 2024 |
|
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
|
Jan 11, 2024 |
|
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
|
Jan 11, 2024 |
|
Video Understanding with Large Language Models: A Survey
|
Jan 10, 2024 |
|
GPT-4V(ision) is a Generalist Web Agent, if Grounded
|
Jan 09, 2024 |
|
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
|
Jan 08, 2024 |
|
AnyText: Multilingual Visual Text Generation And Editing
|
Jan 05, 2024 |
|
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models
|
Jan 04, 2024 |
|
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
|
Jan 03, 2024 |
|
Fast Inference of Mixture-of-Experts Language Models with Offloading
|
Jan 02, 2024 |
|
Retrieval-Augmented Generation for Large Language Models: A Survey
|
Dec 29, 2023 |
|
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
|
Dec 28, 2023 |
|
Pearl: A Production-ready Reinforcement Learning Agent
|
Dec 19, 2023 |
|
Are Emergent Abilities in Large Language Models just In-Context Learning?
|
Dec 17, 2023 |
|
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models
|
Dec 16, 2023 |
|
Instruction Tuning for Large Language Models: A Survey
|
Dec 15, 2023 |
|
MegaBlocks: Efficient Sparse Training with Mixture-of-Experts
|
Dec 14, 2023 |
|
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
|
Dec 13, 2023 |
|
Sequential Modeling Enables Scalable Learning for Large Vision Models
|
Dec 12, 2023 |
|
Magicoder: Source Code Is All You Need
|
Dec 11, 2023 |
|
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
|
Dec 10, 2023 |
|
Adversarial Diffusion Distillation
|
Dec 09, 2023 |
|
Instruction Tuning with Human Curriculum
|
Dec 08, 2023 |
|
Initializing Models with Larger Ones
|
Dec 07, 2023 |
|
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance
|
Dec 06, 2023 |
|
GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
|
Dec 05, 2023 |
|
TaskWeaver: A Code-First Agent Framework
|
Dec 04, 2023 |
|
Efficient LLM Inference on CPUs
|
Dec 02, 2023 |
|
Igniting Language Intelligence: The Hitchhiker’s Guide From Chain-of-Thought Reasoning to Language Agents
|
Dec 01, 2023 |
|
STaR: Bootstrapping Reasoning With Reasoning
|
Nov 30, 2023 |
|
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
|
Nov 29, 2023 |
|
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
|
Nov 28, 2023 |
|
Exponentially Faster Language Modelling
|
Nov 27, 2023 |
|
Orca 2: Teaching Small Language Models How to Reason
|
Nov 24, 2023 |
|
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
|
Nov 23, 2023 |
|
A Survey on Language Models for Code
|
Nov 22, 2023 |
|
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
|
Nov 21, 2023 |
|
Learning to Filter Context for Retrieval-Augmented Generation
|
Nov 20, 2023 |
|
GraphCast: Learning skillful medium-range global weather forecasting
|
Nov 19, 2023 |
|
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module
|
Nov 17, 2023 |
|
CogVLM: Visual Expert for Pretrained Language Models
|
Nov 16, 2023 |
|
How Can Recommender Systems Benefit from Large Language Models: A Survey
|
Nov 15, 2023 |
|
Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs
|
Nov 14, 2023 |
|
Generative Pretraining in Multimodality
|
Nov 10, 2023 |
|
Evaluating Large Language Models: A Comprehensive Survey
|
Nov 08, 2023 |
|
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
|
Nov 03, 2023 |
|
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
|
Nov 02, 2023 |
|
Zephyr: Direct Distillation of LM Alignment
|
Nov 01, 2023 |
|
Large Language Models for Software Engineering: Survey and Open Problems
|
Oct 31, 2023 |
|
Eureka: Human-Level Reward Design via Coding Large Language Models
|
Oct 30, 2023 |
|
Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model
|
Oct 29, 2023 |
|
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
|
Oct 27, 2023 |
|
AgentTuning: Enabling Generalized Agent Abilities for LLMs
|
Oct 26, 2023 |
|
MemGPT: Towards LLMs as Operating Systems
|
Oct 25, 2023 |
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AgentTuning: Enabling Generalized Agent Abilities for LLMs
|
Oct 24, 2023 |
|
Character-LLM: A Trainable Agent for Role-Playing
|
Oct 23, 2023 |
|
OpenAgents: An Open Platform for Language Agents in the Wild
|
Oct 20, 2023 |
|
Text Embeddings Reveal (Almost) As Much As Text
|
Oct 18, 2023 |
|
Ferret: Refer and Ground Anything Anywhere at Any Granularity
|
Oct 17, 2023 |
|
Mistral 7B
|
Oct 16, 2023 |
|
A Definition of Continual Reinforcement Learning
|
Oct 15, 2023 |
|
A Survey of Techniques for Optimizing Transformer Inference
|
Oct 14, 2023 |
|
Improved Baselines with Visual Instruction Tuning
|
Oct 13, 2023 |
|
Can large language models provide useful feedback on research papers? A large-scale empirical analysis
|
Oct 12, 2023 |
|
The Rise and Potential of Large Language Model Based Agents: A Survey
|
Oct 11, 2023 |
|
Demystifying CLIP Data
|
Oct 10, 2023 |
|
MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
|
Oct 09, 2023 |
|
Efficient Streaming Language Models with Attention Sinks
|
Oct 06, 2023 |
|
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
|
Oct 05, 2023 |
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AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
|
Oct 04, 2023 |
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What Makes Good In-Context Examples for GPT-3?
|
Oct 03, 2023 |
|
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking
|
Oct 02, 2023 |
|
Qwen Technical Report
|
Oct 02, 2023 |
|
Extending Context Window of Large Language Models via Positional Interpolation
|
Sep 28, 2023 |
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DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
|
Sep 27, 2023 |
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The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
|
Sep 26, 2023 |
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NExT-GPT: Any-to-Any Multimodal LLM
|
Sep 25, 2023 |
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GPT Can Solve Mathematical Problems Without a Calculator
|
Sep 22, 2023 |
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Tracking Anything with Decoupled Video Segmentation
|
Sep 21, 2023 |
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ModuleFormer: Modularity Emerges from Mixture-of-Experts
|
Sep 20, 2023 |
|
Agents: An Open-source Framework for Autonomous Language Agents
|
Sep 18, 2023 |
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Cognitive Architectures for Language Agents
|
Sep 15, 2023 |
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PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips
|
Sep 14, 2023 |
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AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents
|
Sep 13, 2023 |
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Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
|
Sep 11, 2023 |
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LLaSM: Large Language and Speech Model
|
Sep 07, 2023 |
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Nougat: Neural Optical Understanding for Academic Documents
|
Sep 06, 2023 |
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Communicative Agents for Software Development
|
Sep 04, 2023 |
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Prompt2Model: Generating Deployable Models from Natural Language Instructions
|
Sep 02, 2023 |
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Code Llama: Open Foundation Models for Code
|
Sep 01, 2023 |
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A Survey on Large Language Model based Autonomous Agents
|
Aug 31, 2023 |
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SoTaNa: The Open-Source Software Development Assistant
|
Aug 31, 2023 |
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Efficient Guided Generation for Large Language Models
|
Aug 27, 2023 |
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Graph of Thoughts: Solving Elaborate Problems with Large Language Models
|
Aug 25, 2023 |
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GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
|
Aug 25, 2023 |
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Platypus: Quick, Cheap, and Powerful Refinement of LLMs
|
Aug 24, 2023 |
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FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
|
Aug 23, 2023 |
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Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
|
Aug 20, 2023 |
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Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
|
Aug 19, 2023 |
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Simple synthetic data reduces sycophancy in large language models
|
Aug 18, 2023 |
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Shepherd: A Critic for Language Model Generation
|
Aug 17, 2023 |
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AgentBench: Evaluating LLMs as Agents
|
Aug 16, 2023 |
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MetaGPT: Meta Programming for Multi-Agent Collaborative Framework
|
Aug 14, 2023 |
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Revisiting the Minimalist Approach to Offline Reinforcement Learning
|
Aug 13, 2023 |
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Direct Preference Optimization: Your Language Model is Secretly a Reward Model
|
Aug 12, 2023 |
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Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
|
Aug 08, 2023 |
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LISA: Reasoning Segmentation via Large Language Model
|
Aug 08, 2023 |
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The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
|
Aug 07, 2023 |
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
|
Aug 03, 2023 |
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Universal and Transferable Adversarial Attacks on Aligned Language Models
|
Jul 31, 2023 |
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FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
|
Jul 30, 2023 |
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Aligning Large Language Models with Human: A Survey
|
Jul 29, 2023 |
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FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
|
Jul 28, 2023 |
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FABRIC: Personalizing Diffusion Models with Iterative Feedback
|
Jul 27, 2023 |
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How is ChatGPT’s behavior changing over time?
|
Jul 26, 2023 |
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Meta-Transformer: A Unified Framework for Multimodal Learning
|
Jul 25, 2023 |
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LIMA: Less Is More for Alignment
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Jul 25, 2023 |
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Llama 2: Open Foundation and Fine-Tuned Chat Models
|
Jul 23, 2023 |
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Self-regulating Prompts: Foundational Model Adaptation without Forgetting
|
Jul 23, 2023 |
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Deep Unrestricted Document Image Rectification
|
Jul 22, 2023 |
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MMBench: Is Your Multi-modal Model an All-around Player?
|
Jul 21, 2023 |
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Editing Large Language Models: Problems, Methods, and Opportunities
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Jul 20, 2023 |
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Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
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Jul 19, 2023 |
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AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
|
Jul 18, 2023 |
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Secrets of RLHF in Large Language Models Part I: PPO
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Jul 17, 2023 |
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Liquid Time-constant Networks
|
Jul 16, 2023 |