💬 Natural Language Processing - jhcha.oyo · Scour

The Neutral Mask: How RLHF Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language Model

🎯Fine-Tuning Academic

AI Chart Understanding Breakthrough: MIT-IBM Dataset Lets Small Models Beat GPT-4o

✍️Prompt Engineering

techtimes.com·

Measuring Embedding Drift: Why Hybrid Search Saves Stale Models.

🎯Fine-Tuning

pub.towardsai.net

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Meta-Attention: Teaching Models When Not to Answer

hackernoon.com·

A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling

🎛️Fine-tuning

kdnuggets.com·

Multilingual Sentiment Aware Text Summarization A Reinforcement Learning Approach for Consistency Maintenance

🎯RLHF Academic

LangChain Series #2: Models Explained — LLMs, Chat Models, and Embeddings with Practical…

pub.towardsai.net

·

Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune

🎯Fine-Tuning Academic

The Shibboleth Effect: Auditing the Cross-Lingual Distributional Skew of Large Language Models

💬LLMs Academic

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

🤖AI Academic

Auditing Training Data in Domain-adapted LLMs: LoRA-MINT

🎛️Fine-tuning Academic

Dynamic Linear Attention

🤖AI Academic

A Regret Minimization Framework on Preference Learning in Large Language Models

🎯RLHF Academic

ACAT: A Collaborative Platform for Efficient Aspect-Based Sentiment Dataset Annotation

📝NLP Academic

Towards Tight Bounds for Streaming Attention

🤖AI Academic

Compiling Rewrite Rules to Finite-State Transducers with the Worsening Trick

📝NLP Academic

AI-Driven Test Case Generation from Natural Language Requirements: A Survey of Techniques and Research Gaps

📝NLP Academic

EvalStop: Using World Feedback to Detect and Correct Reward Overoptimization in Multi-Tenant RLHF Platforms

🎛️Fine-tuning Academic

Alignment Defends LLMs from Property Inference Attacks

🎯Fine-Tuning Academic

BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation

🎨Generative AI Academic

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