Tutty - Forem

Tutty

Aug 17

Enhancing Domain-Specific Knowledge Graph Reasoning via Metapath-Based Large Model Prompt Learning

#rag #openai

1 min read

Tutty

Jul 12

survey: Prompting Large Language Models for Counterfactual Generation: An Empirical Study

#openai

1 min read

Tutty

Jun 23

Towards Lifelong Dialogue Agents via Timeline-based Memory Management

#rag #openai

2 min read

Tutty

Jun 18

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

#rag #algorithms

2 min read

Tutty

Jun 10

INTENT-BASED PROMPT CALIBRATION: ENHANCING PROMPT OPTIMIZATION WITH SYNTHETIC BOUNDARY CASES

#promptengineering #openai

2

1 min read

Tutty

Jun 4

FINCON: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

#rag #openai

1 min read

Tutty

May 28

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering

#rag #gpt3

2 min read

Tutty

May 14

Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering

#rag #gpt

1 min read

Tutty

May 1

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

#rag #openai

2 min read

Tutty

Apr 3

Search-o1: Agentic Search-Enhanced Large Reasoning Models

#rag #chatgpt

1 min read

Tutty

Feb 23

Personalized Language Generation via Bayesian Metric Augmented Retrieval

#nlp #rag #gpt3

2 min read

Tutty

Dec 30 '24

Meta Knowledge for Retrieval Augmented Large Language Models

#rag #chatgpt

2 min read

Tutty

Nov 15 '24

textGrad: Automatic “Differentiation” via Text

#nlp #gpt3

1 min read

Tutty

Nov 8 '24

CommunityKG-RAG: Leveraging Community Structures in Knowledge Graph for Advanced RAG in Fact-Checking

#nlp #rag #gpt3

1

1 min read

Tutty

Nov 4 '24

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

#nlp #rag #gpt3

1

1 min read

Tutty

Nov 1 '24

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate

#rag #chatgpt #nlp

1 min read

Tutty

Oct 11 '24

Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base

#rag #gpt3 #machinelearning

1 min read

Tutty

Oct 1 '24

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

#nlp #machinelearning #gpt3 #rag

2 min read

Tutty

Aug 20 '24

Survey: Training language models to follow instructions with human feedback

#machinelearning #ai #gpt3

1

1 min read

Tutty

Aug 14 '24

Survey: The impact of ESG on financial performance: a revisit with a regression discontinuity approach

#datascience

2 min read

Tutty

Jun 1 '24

Survey: Supply chain risk’s impact on corporate financial performance

1 min read

Tutty

May 24 '24

Survey: Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach

#gpt3 #datascience

2

2 min read

Tutty

Apr 14 '24

survey: Risk Prediction of Digital Transformation of Manufacturing Supply Chain Based on PCA and BPNN

#machinelearning

1 min read

Tutty

Mar 24 '24

Survey: Large Language Models for Supply Chain Optimization

#machinelearning #gpt3

1

1 min read

Tutty

Feb 4 '24

survey: Supply Chain Link Prediction on Uncertain Knowledge Graph

#machinelearning

1 min read

Tutty

Feb 4 '24

survey: 大規模言語モデルを用いた事業文書からESG指標への影響推論及び統計的因果推論との関係の検証

#gpt3

2 min read

Tutty

Jan 7 '24

survey: Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

1 min read

Tutty

Dec 24 '23

survey: GENERATE RATHER THAN RETRIEVE: LARGE LANGUAGE MODELS ARE STRONG CONTEXT GENERATORS

#nlp #machinelearning #gpt3

2 min read

Tutty

Dec 15 '23

Survey: Retrieving Supporting Evidence for Generative Question Answering

#machinelearning #nlp #gpt3

2 min read

Tutty

Nov 25 '23

RAGLog: Log Anomaly Detection using Retrieval Augmented Generation

#machinelearning #nlp #gpt3

1

1 min read

Tutty

Nov 19 '23

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

#machinelearning #nlp

2 min read

Tutty

Sep 19 '23

Survey: Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport

#nlp #machinelearning

2 min read

Tutty

Aug 27 '23

Sentiment Analysis in a Forensic Timeline With Deep Learning

#deeplearning #nlp

1 min read

Tutty

Jul 23 '23

Survey: REACT: SYNERGIZING REASONING AND ACTING IN LANGUAGE MODELS

#nlp #deeplearning #gpt3

1 min read

Tutty

Jun 24 '23

Survey: Is GPT-4 a Good Data Analyst?

#gpt3 #nlp #datascience

1 min read

Tutty

Jun 11 '23

Survey: Text Classification via Large Language

#nlp #deeplearning #gpt3

2 min read

Tutty

May 27 '23

GPT-RE: In-context Learning for Relation Extraction using Large Language Models

#deeplearning #nlp #gpt3

1 min read

Tutty

May 13 '23

GPT-NER: Named Entity Recognition via Large Language Models

1 min read

Tutty

May 6 '23

Survey: Prefix-Tuning: Optimizing Continuous Prompts for Generation

#deeplearning #gpt3 #nlp

1 min read

Tutty

May 2 '23

Survey: Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction

#deeplearning

1 min read

Tutty

Apr 29 '23

Survey: Anomalib A Deep Learning Library for Anomaly Detection

#deeplearning #computervision

2 min read

Tutty

Apr 25 '23

Survey: Transformer-Based Named Entity Recognition on Drone Flight Logs to Support Forensic Investigation

#nlp #deeplearning

1 min read

Tutty

Apr 21 '23

Survey: BloombergGPT: A Large Language Model for Finance

#chatgpt #nlp #deeplearning #machinelearning

1 min read

Tutty

Apr 4 '23

Survey: Deep Structural Causal Models for Tractable Counterfactual Inference

#deeplearning #datascience #computervision

1 min read

Tutty

Aug 26 '22

Survey: Understanding Overlap in Automatic Root Cause Analysis in Manufacturing Using Causal Inference

1

1 min read

Tutty

Aug 12 '22

survey: Learning sparse nonparametric DAGs

4

2 min read

Tutty

May 30 '22

Survey : Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect

#datascience #machinelearning

2 min read

Tutty

May 5 '22

Survey: Evaluation of Causal Inference Techniques for AIOps

#datascience

3

1 min read

Tutty

Apr 2 '22

Survey: Combining Modular Skills in Multitask Learning

#deeplearning #datascience

4

1 min read

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