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๐Ÿ“ Text Embeddings

Sentence Transformers, Bi-encoders, Cross-encoders, Semantic Similarity

CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity
arxiv.orgยท23h
๐Ÿ“ŒEmbedding Retrieval
Spiral-Bench: A new benchmark measuring LLM sycophancy and delusion
eqbench.comยท22hยท
Discuss: Hacker News
๐Ÿช„Prompt Engineering
Trap: Autoregressive Transformers in APL
github.comยท7hยท
Discuss: Lobsters
๐Ÿ•ฏ๏ธCandle
Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules
arxiv.orgยท23h
๐Ÿ”„LLM RAG Pipelines
SEO: Why Exact Keywords Don't Work Anymore
bloggingisdead.bearblog.devยท13h
๐Ÿ“ŠFeed Optimization
ADMIRE-BayesOpt: Accelerated Data MIxture RE-weighting for Language Models with Bayesian Optimization
arxiv.orgยท23h
๐Ÿ“ฑEdge AI Optimization
BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-Scale Pretraining
blog.datologyai.comยท10hยท
Discuss: Hacker News
๐Ÿง LLM Inference
NeMo: A Neuron-Level Modularizing-While-Training Approach for Decomposing DNN Models
arxiv.orgยท23h
๐Ÿ”ขBitNet
Expressive Speech Retrieval using Natural Language Descriptions of Speaking Style
arxiv.orgยท23h
๐Ÿ”Information Retrieval
ML Observability: Bringing Transparency to Payments and Beyond
netflixtechblog.comยท9h
๐Ÿ“ŠModel Serving Economics
Modeling and Detecting Company Risks from News: A Case Study in Bloomberg News
arxiv.orgยท23h
๐Ÿ“Text Compression
Improving Text Style Transfer using Masked Diffusion Language Models with Inference-time Scaling
arxiv.orgยท23h
๐Ÿ“ŠEmbeddings
Versatile Video Tokenization with Generative 2D Gaussian Splatting
arxiv.orgยท23h
๐Ÿ—œ๏ธZstd
Representation Quantization for Collaborative Filtering Augmentation
arxiv.orgยท23h
๐ŸŽฏVector Quantization
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training
arxiv.orgยท23h
๐Ÿ†LLM Benchmarking
Cut LLM API Costs with Smart Caching
github.comยท7hยท
Discuss: r/LLM, r/typescript
๐Ÿ’พPrompt Caching
Empowering Multimodal LLMs with External Tools: A Comprehensive Survey
arxiv.orgยท23h
๐Ÿง LLM Inference
Abundance-Aware Set Transformer for Microbiome Sample Embedding
arxiv.orgยท23h
๐Ÿ“ŠEmbeddings
Index-Aligned Query Distillation for Transformer-based Incremental Object Detection
arxiv.orgยท23h
๐Ÿ“„Semantic Chunking
Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends
arxiv.orgยท23h
๐Ÿ“Text Compression
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