CodeBERTScore: an automatic metric for code generation, based on BERTScore
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Mar 1, 2024 - Jupyter Notebook
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bertscore
Here are 32 public repositories matching this topic...
EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
natural-language-processing deep-learning text-generation fairness-ai fairness-ml pretrained-language-model bertscore metric-bias
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Oct 19, 2022 - Jupyter Notebook
LLM Evaluation and Observability System for Football Content
python mongodb pre-commit openai cosine-similarity evaluation-metrics comet-ml hallucination huggingface-transformers zenml bertscore
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Jun 19, 2025 - Python
MAchine Translation Evaluation Online (MATEO)
machine-translation comet ter bleu clarin machine-translation-metrics streamlit bertscore bleurt machine-translation-evaluation chrf
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May 8, 2026 - Python
Domain-specialized Gemma 2 27B + Gemma 4 31B for SEC filings — fine-tuned on TPU v6e-8 with PyTorch/XLA FSDPv2, plus a Vertex AI Vector Search RAG demo (69 tickers × 381 filings). Same LoRA recipe, +3.5% / +5.8% BERTScore F1.
finance lora knowledge-distillation gemma tpu peft sec-filings rag streamlit pytorch-xla vertex-ai bertscore gemma-2 gemma-4
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Apr 26, 2026 - Python
ViAG: A Novel Framework for Fine-tuning Answer Generation models ultilizing Encoder-Decoder and Decoder-only Transformers's architecture
meteor question-answering bart llama rouge bleu-score encoder-decoder fine-tuning answer-generation t5 plms bartpho llm bertscore instruction-tuning qlora qwen decoder-only vit5
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May 26, 2025 - Python
Fine-tuning GPT-3.5 and Llama3 LLMs for enhanced persona consistency in chatbots using Google's Synthetic Persona Chat dataset
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May 3, 2025 - Jupyter Notebook
Medical Question Answering System using on PubMed dataset.
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May 29, 2025 - Jupyter Notebook
Agent Orchestration - LLM for Legal Metadata Extraction: A Comparative Analysis of Efficiency and Precision (paper 161 PROPOR)
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Apr 20, 2026 - Python
Implementation of a task-specific QLoRA supervised fine-tuning pipeline for LLaMA-2-7B-Chat, developed for an independent study on structured cover letter generation.
nlp natural-language-processing transformers text-generation pytorch rouge lora model-evaluation fine-tuning peft huggingface llm bertscore supervised-finetuning qlora llama2 parameter-efficient-fine-tuning structured-generation
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Dec 13, 2025 - Python
The work presented was developed during the internship, as researchers in the field of Natural Language Generation, at the Insid&s Lab laboratory in Milan-Bicocca. The work carried out deals with the creation of a framework for the correct assessment of the impact of the quality of the input datasets on the quality of the text generated by the N…
python natural-language-processing deep-learning torch artificial-intelligence lstm rdf-triples natural-language-generation nlg rouge-metric bleu-score transformer-architecture bertscore
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Mar 30, 2026 - Jupyter Notebook
An LLM-powered application that summarizes scientific research papers, extracts tables, and provides real-time evaluation using BERTScore (F1) and ROUGE. Built using Meta’s LLaMA 3–8B via Groq, with table extraction powered by pdfplumber and pandas.
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Jul 23, 2025 - Python
Detecting and Mitigating Self Contradictory Hallucinations in LLMs using a Multi-Agent System and Stepback Prompting
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May 30, 2024 - Jupyter Notebook
A project for student essay analysis using NLP, ML, and generative AI. Essays are classified with models like Logistic Regression, KNN, SVM, XGBoost, and BERT, and conclusions are generated using BART and evaluated with ROUGE & BERTScore.
nlp machine-learning ai datascience bart rouge bert textanalysis textclassification bertscore generativeai
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Apr 3, 2026 - Jupyter Notebook
Re-implementation of BERTScore for evaluation of generated text, leveraging vLLM and SentenceTransformers.
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Mar 23, 2026 - Python
Code and data from the master’s thesis “Decoding Spatial Semantics”. Analyzes and compares open-source LLMs and NMT systems in translating spatial prepositions from English to Brazilian Portuguese. Includes preprocessing scripts, datasets, and evaluation metrics.
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Sep 15, 2024 - Jupyter Notebook
Summarization, clastering and characterization of text categories using LLM
python nlp data-science deep-learning clustering transformers openai data-analysis summarization gpt mssqlserver llm bertscore prompt-engineering
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Feb 26, 2025 - Jupyter Notebook
Benchmarking Vector RAG vs Graph RAG for cybersecurity question answering on Australian SMBs using LLaMA 3.1, Mistral 7B, and Qwen3 with ChromaDB and Neo4j
nlp neo4j evaluation transformers knowledge-graph cybersecurity rag vector-search huggingface bertscore chromadb mistral-7b graph-rag llama3 qwen3 australian-smes
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Apr 9, 2026 - Python
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