💬 NLP - nickyfoto · Scour

Barriers to Universal Reasoning With Transformers (And How to Overcome Them) 🔲ML Hardware

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation 🤖LLM

Document Parsing vs Document Understanding: What’s the Difference? 🪟Context Windows

·6d·DEV

Large Language Models Explore by Latent Distilling 🤖LLM

What the Next Generation of Document AI Looks Like 🕵️AI Agents

·3d·DEV

AutoPyVerifier: Learning Compact Executable Verifiers for Large Language Model Outputs 🤖LLM

Toward a Functional Geometric Algebra for Natural Language Semantics 🤖LLM

Training Transformers as a Universal Computer 🔲ML Hardware

Self Knowledge Re-expression: A Fully Local Method for Adapting LLMs to Tasks Using Intrinsic Knowledge 🧠LLMs

Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models 🤖LLM

Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation 🧠LLMs

How Large Language Models Balance Internal Knowledge with User and Document Assertions 🤖LLM

The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions 🤖LLM

An Analysis of Active Learning Algorithms using Real-World Crowd-sourced Text Annotations 🤖AI Research

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning 🤖LLM

IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review 🤖LLM

A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents 🤖LLM

DWTSumm: Discrete Wavelet Transform for Document Summarization 🤖LLM

Process Supervision via Verbal Critique Improves Reasoning in Large Language Models 🤖LLM

Job Skill Extraction via LLM-Centric Multi-Module Framework 🧠LLMs

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