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Collections including paper arxiv:2404.19553

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 101
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

Paper • 2404.07647 • Published Apr 11, 2024 • 4
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning

Paper • 2401.07950 • Published Jan 15, 2024 • 4

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Paper • 2407.08454 • Published Jul 11, 2024
VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges

Paper • 2409.01071 • Published Sep 2, 2024 • 27
Spinning the Golden Thread: Benchmarking Long-Form Generation in Language Models

Paper • 2409.02076 • Published Sep 3, 2024 • 12

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Synthetic Data and Self-Improvement

Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 26
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 47
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

LLoCO: Learning Long Contexts Offline

Paper • 2404.07979 • Published Apr 11, 2024 • 22
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Paper • 2402.11550 • Published Feb 18, 2024 • 19
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 24

daily.selection

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2, 2024 • 124
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Paper • 2405.01434 • Published May 2, 2024 • 56
WildChat: 1M ChatGPT Interaction Logs in the Wild

Paper • 2405.01470 • Published May 2, 2024 • 65
A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Paper • 2405.00332 • Published May 1, 2024 • 33

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 101
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

Paper • 2404.07647 • Published Apr 11, 2024 • 4
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning

Paper • 2401.07950 • Published Jan 15, 2024 • 4

LLoCO: Learning Long Contexts Offline

Paper • 2404.07979 • Published Apr 11, 2024 • 22
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration

Paper • 2402.11550 • Published Feb 18, 2024 • 19
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 24

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

daily.selection

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2, 2024 • 124
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Paper • 2405.01434 • Published May 2, 2024 • 56
WildChat: 1M ChatGPT Interaction Logs in the Wild

Paper • 2405.01470 • Published May 2, 2024 • 65
A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Paper • 2405.00332 • Published May 1, 2024 • 33

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Paper • 2407.08454 • Published Jul 11, 2024
VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges

Paper • 2409.01071 • Published Sep 2, 2024 • 27
Spinning the Golden Thread: Benchmarking Long-Form Generation in Language Models

Paper • 2409.02076 • Published Sep 3, 2024 • 12

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published Apr 30, 2024 • 34

Synthetic Data and Self-Improvement

Training Software Engineering Agents and Verifiers with SWE-Gym

Paper • 2412.21139 • Published Dec 30, 2024 • 26
Evaluating Language Models as Synthetic Data Generators

Paper • 2412.03679 • Published Dec 4, 2024 • 47
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

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