Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Feb 15, 2025 Machine Translation Natural Language Understanding
Code Code Available 05 Joint Parsing and Generation for Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Decoder
Code Code Available 05 How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Sep 19, 2019 Abstractive Text Summarization Text Summarization
Code Code Available 05 Harnessing Abstractive Summarization for Fact-Checked Claim Detection Sep 10, 2022 Abstractive Text Summarization Fact Checking
Code Code Available 05 HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew Jun 6, 2024 Abstractive Text Summarization Sentence
Code Code Available 05 Hallucination Reduction in Long Input Text Summarization Sep 28, 2023 Decoder Hallucination
Code Code Available 05 Combining financial word embeddings and knowledge-based features for financial text summarization UC3M-MC System at FNS-2020 Dec 1, 2020 Text Summarization Word Embeddings
Code Code Available 05 ArNLI: Arabic Natural Language Inference for Entailment and Contradiction Detection Sep 28, 2022 Language Modeling Language Modelling
Code Code Available 05 HaRiM^+: Evaluating Summary Quality with Hallucination Risk Nov 22, 2022 Automated Writing Evaluation Decoder
Code Code Available 05 GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Nov 18, 2022 Articles Document Summarization
Code Code Available 05 GreekT5: A Series of Greek Sequence-to-Sequence Models for News Summarization Nov 13, 2023 Abstractive Text Summarization Articles
Code Code Available 05 Generative Adversarial Network for Abstractive Text Summarization Nov 26, 2017 Abstractive Text Summarization Generative Adversarial Network
Code Code Available 05 German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset Mar 6, 2024 Hallucination In-Context Learning
Code Code Available 05 GUSUM: Graph-based Unsupervised Summarization Using Sentence Features Scoring and Sentence-BERT Oct 1, 2022 Document Summarization Extractive Document Summarization
Code Code Available 05 Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Jan 5, 2024 Image Captioning Machine Translation
Code Code Available 05 Just Ask! Evaluating Machine Translation by Asking and Answering Questions Nov 1, 2021 Abstractive Text Summarization Machine Translation
Code Code Available 05 LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations Mar 8, 2025 Articles Prompt Engineering
Code Code Available 05 FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT Aug 22, 2020 Multiple-choice Question Answering
Code Code Available 05 Features in Extractive Supervised Single-document Summarization: Case of Persian News Sep 6, 2019 Document Summarization Sentence
Code Code Available 05 Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Aug 25, 2023 Reading Comprehension Text Summarization
Code Code Available 05 Gender Bias Detection in Court Decisions: A Brazilian Case Study Jun 1, 2024 Bias Detection Gender Bias Detection
Code Code Available 05 Clustering of Deep Contextualized Representations for Summarization of Biomedical Texts Aug 6, 2019 Clustering Language Modeling
Code Code Available 05 C-HTS: A Concept-based Hierarchical Text Segmentation approach May 1, 2018 Hierarchical Text Segmentation Information Retrieval
Code Code Available 05 A Regularized Framework for Sparse and Structured Neural Attention May 22, 2017 Machine Translation Natural Language Inference
Code Code Available 05 A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion Oct 8, 2020 Abstractive Text Summarization News Summarization
Code Code Available 05 Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 05 Facts That Matter Oct 1, 2018 Clustering Diversity
Code Code Available 05 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks Jul 1, 2018 Abstractive Text Summarization Document Summarization
Code Code Available 05 Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization Sep 1, 2017 Document Summarization Extractive Summarization
Code Code Available 05 TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Apr 23, 2019 Image Generation Knowledge Distillation
Code Code Available 05 Facet-Aware Evaluation for Extractive Summarization Aug 27, 2019 Extractive Summarization Sentence
Code Code Available 05 Extractive approach for text summarisation using graphs Jun 21, 2021 Sentence Sentence Similarity
Code Code Available 05 Exploiting Summarization Data to Help Text Simplification Feb 14, 2023 Sentence Text Simplification
Code Code Available 05 How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation Jan 27, 2021 Survey Text Summarization
Code Code Available 05 Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach Feb 9, 2024 Explanation Generation Fact Checking
Code Code Available 05 IDN-Sum: A New Dataset for Interactive Digital Narrative Extractive Text Summarisation Oct 1, 2022 Extractive Text Summarization Text Summarization
Code Code Available 05 Exploring Prompting Large Language Models as Explainable Metrics Nov 20, 2023 Prompt Engineering Text Summarization
Code Code Available 05 Extractive Summarization of Long Documents by Combining Global and Local Context Sep 17, 2019 Extractive Summarization Text Summarization
Code Code Available 05 Summarizing User-generated Textual Content: Motivation and Methods for Fairness in Algorithmic Summaries Oct 22, 2018 Extractive Summarization Fairness
Code Code Available 05 ComSum: Commit Messages Summarization and Meaning Preservation Aug 23, 2021 Text Summarization
Code Code Available 05 Concept Pointer Network for Abstractive Summarization Oct 18, 2019 Abstractive Text Summarization Text Summarization
Code Code Available 05 Indian Language Summarization using Pretrained Sequence-to-Sequence Models Mar 25, 2023 Text Summarization
Code Code Available 05 Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Jun 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 05 Centroid-based Text Summarization through Compositionality of Word Embeddings Apr 1, 2017 Document Summarization Extractive Text Summarization
Code Code Available 05 Applying Automatic Text Summarization for Fake News Detection Apr 4, 2022 Fake News Detection Text Summarization
Code Code Available 05 Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub' May 1, 2024 Information Retrieval Language Modelling
Code Code Available 05 Introducing the Welsh Text Summarisation Dataset and Baseline Systems May 5, 2022 Articles Text Summarization
Code Code Available 05 CAWA: An Attention-Network for Credit Attribution Nov 26, 2019 Information Retrieval Multilabel Text Classification
Code Code Available 05 Constructing Contrastive samples via Summarization for Text Classification with limited annotations Apr 11, 2021 Contrastive Learning Data Augmentation
Code Code Available 05 APE: A Data-Centric Benchmark for Efficient LLM Adaptation in Text Summarization May 26, 2025 GPU News Summarization
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