Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Jul 29, 2019 Decoder Machine Translation
Code Code Available 15 Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory May 3, 2023 Abstractive Text Summarization Dialogue Generation
Code Code Available 15 ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Jun 1, 2021 Abstractive Text Summarization Argument Mining
Code Code Available 15 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Oct 3, 2024 Abstractive Text Summarization Hallucination
Code Code Available 15 LongT5: Efficient Text-To-Text Transformer for Long Sequences Dec 15, 2021 Abstractive Text Summarization Long-range modeling
Code Code Available 15 Enhancing Scientific Papers Summarization with Citation Graph Apr 7, 2021 Text Summarization
Code Code Available 15 Analyzing and Evaluating Faithfulness in Dialogue Summarization Oct 21, 2022 Text Summarization
Code Code Available 15 Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 15 CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 15 Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 15 Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available 15 Extractive Summarization as Text Matching Apr 19, 2020 Document Summarization Extractive Summarization
Code Code Available 15 Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 15 D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 15 DebateSum: A large-scale argument mining and summarization dataset Nov 14, 2020 Abstractive Text Summarization Argument Mining
Code Code Available 15 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jun 7, 2023 Text Summarization Video Summarization
Code Code Available 15 An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Jul 3, 2022 Articles Document Summarization
Code Code Available 15 Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available 15 Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Jun 7, 2023 Book summarization Text Summarization
Code Code Available 15 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 15 A Deep Reinforced Model for Abstractive Summarization May 11, 2017 Abstractive Text Summarization Decoder
Code Code Available 15 DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available 15 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
Code Code Available 15 Empowering Diffusion Models on the Embedding Space for Text Generation Dec 19, 2022 Denoising Machine Translation
Code Code Available 15 Ouroboros: On Accelerating Training of Transformer-Based Language Models Sep 14, 2019 Language Modeling Language Modelling
Code Code Available 15 Discovering Non-monotonic Autoregressive Orderings with Variational Inference Oct 27, 2021 Decoder Image Captioning
Code Code Available 15 DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Oct 15, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 15 Effective Sequence-to-Sequence Dialogue State Tracking Aug 31, 2021 Dialogue State Tracking Language Modeling
Code Code Available 15 AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
Code Code Available 15 A Divide-and-Conquer Approach to the Summarization of Long Documents Apr 13, 2020 Articles Document Summarization
Code Code Available 15 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 15 Assessing The Factual Accuracy of Generated Text May 30, 2019 Text Summarization
Code Code Available 15 DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines Nov 17, 2023 Language Modelling Large Language Model
Code Code Available 15 AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 15 A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 15 End-to-End AMR Coreference Resolution Aug 1, 2021 Abstract Meaning Representation coreference-resolution
Code Code Available 15 Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available 15 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 15 Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 15 Automatic Text Evaluation through the Lens of Wasserstein Barycenters Aug 27, 2021 Image Captioning Machine Translation
Code Code Available 15 Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Mar 24, 2023 Machine Translation Natural Language Understanding
Code Code Available 15 Evaluating Factual Consistency of Texts with Semantic Role Labeling May 22, 2023 Semantic Role Labeling Text Generation
Code Code Available 15 Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 Jun 3, 2020 Articles Text Summarization
Code Code Available 15 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available 15 A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available 15 BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 15 A Call for Clarity in Beam Search: How It Works and When It Stops Apr 11, 2022 Machine Translation Text Generation
Code Code Available 15 BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
Code Code Available 15 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization Nov 15, 2023 Benchmarking Instruction Following
Code Code Available 15 A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Apr 4, 2020 Abstractive Text Summarization Articles
Code Code Available 15