Extractive Summarization using Deep Learning Aug 15, 2017 Articles Deep Learning
Code Code Available 1Fact-Enhanced Synthetic News Generation Dec 8, 2020 News Generation Text Generation
Code Code Available 1Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available 1Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting May 28, 2018 Abstractive Text Summarization Decoder
Code Code Available 1Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization Jul 1, 2019 Abstractive Text Summarization Decoder
Code Code Available 1Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 1Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Sep 14, 2021 nlg evaluation Style Transfer
Code Code Available 1Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian Jun 3, 2022 Binary Classification Dialogue Evaluation
Code Code Available 1Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification Feb 29, 2020 Negation Negation Detection
Code Code Available 1A Deep Reinforced Model for Abstractive Summarization May 11, 2017 Abstractive Text Summarization Decoder
Code Code Available 1A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available 1Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available 1Contextualized Rewriting for Text Summarization Jan 31, 2021 Extractive Summarization reinforcement-learning
Code Code Available 1Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
Code Code Available 1Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Jun 7, 2023 Book summarization Text Summarization
Code Code Available 1BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available 1Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Nov 15, 2023 Benchmarking Instruction Following
Code Code Available 1Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available 1BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 1BARTScore: Evaluating Generated Text as Text Generation Jun 22, 2021 Decoder Informativeness
Code Code Available 1A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available 1BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available 1BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available 1BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 1A Call for Clarity in Beam Search: How It Works and When It Stops Apr 11, 2022 Machine Translation Text Generation
Code Code Available 1BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
Code Code Available 1Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 1CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Oct 11, 2020 Text Summarization
Code Code Available 1Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Apr 10, 2024 Machine Translation Text Summarization
Code Code Available 1Analyzing and Evaluating Faithfulness in Dialogue Summarization Oct 21, 2022 Text Summarization
Code Code Available 1A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 1Conformal Language Modeling Jun 16, 2023 Conformal Prediction Language Modeling
Code Code Available 1Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Dec 14, 2020 Conditional Text Generation Contrastive Learning
Code Code Available 1Controllable Abstractive Sentence Summarization with Guiding Entities Dec 1, 2020 Informativeness Sentence
Code Code Available 1ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Jun 1, 2021 Abstractive Text Summarization Argument Mining
Code Code Available 1CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Oct 3, 2024 Abstractive Text Summarization Hallucination
Code Code Available 1CX DB8: A queryable extractive summarizer and semantic search engine Dec 7, 2020 Extractive Summarization Extractive Text Summarization
Code Code Available 1D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 1DebateSum: A large-scale argument mining and summarization dataset Nov 14, 2020 Abstractive Text Summarization Argument Mining
Code Code Available 1Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available 1Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 1Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1Discovering Non-monotonic Autoregressive Orderings with Variational Inference Oct 27, 2021 Decoder Image Captioning
Code Code Available 1All Word Embeddings from One Embedding Apr 25, 2020 All Decoder
Code Code Available 1A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Apr 4, 2020 Abstractive Text Summarization Articles
Code Code Available 1End-to-End AMR Coreference Resolution Aug 1, 2021 Abstract Meaning Representation coreference-resolution
Code Code Available 1Enhancing Scientific Papers Summarization with Citation Graph Apr 7, 2021 Text Summarization
Code Code Available 1Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available 1Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available 1A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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