CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Oct 11, 2020 Text Summarization
Code Code Available 1Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization May 23, 2023 Semantic Role Labeling Text Summarization
Code Code Available 1LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Jun 18, 2024 GPU Natural Language Understanding
Code Code Available 1Benchmarking large language models for biomedical natural language processing applications and recommendations May 10, 2023 Benchmarking Document Classification
Code Code Available 1Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization May 28, 2022 Sentence Sentence Summarization
Code Code Available 1Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jun 6, 2022 Sentence Text Generation
Code Code Available 1Analyzing and Evaluating Faithfulness in Dialogue Summarization Oct 21, 2022 Text Summarization
Code Code Available 1Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 1AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 1Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Dec 21, 2020 Abstractive Text Summarization Decoder
Code Code Available 1Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available 1Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available 1Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 1Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available 1BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available 1MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Oct 15, 2020 Abstractive Text Summarization Multimodal Abstractive Text Summarization
Code Code Available 1An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Jul 3, 2022 Articles Document Summarization
Code Code Available 1MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Jul 19, 2021 Extractive Summarization Extractive Text Summarization
Code Code Available 1Contextualized Rewriting for Text Summarization Jan 31, 2021 Extractive Summarization reinforcement-learning
Code Code Available 1Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Oct 4, 2020 Abstractive Dialogue Summarization Articles
Code Code Available 1BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 1News Summarization and Evaluation in the Era of GPT-3 Sep 26, 2022 News Summarization Text Summarization
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 1Non-Autoregressive Text Generation with Pre-trained Language Models Feb 16, 2021 Machine Translation Sentence
Code Code Available 1On the State of German (Abstractive) Text Summarization Jan 17, 2023 Abstractive Text Summarization Attribute
Code Code Available 1Ouroboros: On Accelerating Training of Transformer-Based Language Models Sep 14, 2019 Language Modeling Language Modelling
Code Code Available 1Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 Jun 3, 2020 Articles Text Summarization
Code Code Available 1Automatic Text Evaluation through the Lens of Wasserstein Barycenters Aug 27, 2021 Image Captioning Machine Translation
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 1BARTScore: Evaluating Generated Text as Text Generation Jun 22, 2021 Decoder Informativeness
Code Code Available 1A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 1A Divide-and-Conquer Approach to the Summarization of Long Documents Apr 13, 2020 Articles Document Summarization
Code Code Available 1BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
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 1Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Nov 15, 2023 Benchmarking Instruction Following
Code Code Available 1BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
Code Code Available 1A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 1Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
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)
Code Code Available 1Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 1Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification Feb 29, 2020 Negation Negation Detection
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 1AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
Code Code Available 1Controllable Abstractive Sentence Summarization with Guiding Entities Dec 1, 2020 Informativeness Sentence
Code Code Available 1A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
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 1CTRLsum: Towards Generic Controllable Text Summarization Dec 8, 2020 Articles Descriptive
Code Code Available 1Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
Code Code Available 1D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 1A Call for Clarity in Beam Search: How It Works and When It Stops Apr 11, 2022 Machine Translation Text Generation
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