[Paper Review] Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback (EMNLP 2023)
Published:
RLHF-LM으로 자신감 점수를 생성하기
Blog posts
2024
[Paper Review] Semantic Uncertainty: Linguistic Invariances For Uncertainty Estimation in Natural Language Generation (ICLR 2023)
Published:
Semantic Uncertainty로 불확실성 측정하기
[Paper Review] SELFCHECKGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models (EMNLP 2023)
Published:
Black-Box LLM으로 Hallucination 감지
[Paper Review] Faithfulness-Aware Decoding Strategies for Abstractive Summarization (EACL 2023)
Published:
Faithfulness 향상을 위한 디코딩 전략
[Paper Review] CTRLSum: Towards Generic Controllable Text Summarization (EMNLP 2022)
Published:
-ing
[Paper Review] G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment (EMNLP 2023)
Published:
GPT-4로 NLG 평가하기
[Paper Review] Generating Summaries with Controllable Readability Levels (EMNLP 2023)
Published:
가독성을 조절하여 요약문 생성하기
[Research] How to Write a Good Science Research Paper
Published:
-ing
2023
[Paper Review] QuestEval: Summarization Asks for Fact-based Evaluation (EMNLP 2021)
Published:
QA를 통해 요약 성능 테스트하기
[Paper Review] Using Question Answering Rewards to Improve Abstractive Summarization (EMNLP 2021 Findings)
Published:
QA 리워드를 통해 요약 성능 향상 시키기
[Paper Review] Factually Consistent Summarization via Reinforcement Lerning with Textual Entailment Feedback (ACL 2023)
Published:
Summarization에 RLEF 적용하기