DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available 15 Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Aug 30, 2021 Abstractive Text Summarization counterfactual
Code Code Available 15 BookSum: A Collection of Datasets for Long-form Narrative Summarization May 18, 2021 Abstractive Text Summarization Form
Code Code Available 15 Fastformer: Additive Attention Can Be All You Need Aug 20, 2021 All News Recommendation
Code Code Available 15 Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization Jul 1, 2019 Abstractive Text Summarization Decoder
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 Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Apr 10, 2024 Machine Translation Text Summarization
Code Code Available 15 FineSurE: Fine-grained Summarization Evaluation using LLMs Jul 1, 2024 Benchmarking Hallucination
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 Deep Reinforced Model for Abstractive Summarization May 11, 2017 Abstractive Text Summarization Decoder
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 CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Oct 11, 2020 Text Summarization
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 ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation Jan 26, 2020 Abstractive Text Summarization Decoder
Code Code Available 15 Dataset for Automatic Summarization of Russian News Jun 19, 2020 Text Summarization valid
Code Code Available 15 CX DB8: A queryable extractive summarizer and semantic search engine Dec 7, 2020 Extractive Summarization Extractive Text Summarization
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 CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 15 A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available 15 Assessing The Factual Accuracy of Generated Text May 30, 2019 Text Summarization
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 CTRLsum: Towards Generic Controllable Text Summarization Dec 8, 2020 Articles Descriptive
Code Code Available 15 AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
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 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 Curiosity-Driven Reinforcement Learning from Human Feedback Jan 20, 2025 Diversity Instruction Following
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 D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 15 Deep Reinforcement Learning For Sequence to Sequence Models May 24, 2018 Abstractive Text Summarization Caption Generation
Code Code Available 15 Automatic Text Evaluation through the Lens of Wasserstein Barycenters Aug 27, 2021 Image Captioning Machine Translation
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 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 Contextualized Rewriting for Text Summarization Jan 31, 2021 Extractive Summarization reinforcement-learning
Code Code Available 15 Attention Temperature Matters in Abstractive Summarization Distillation Jun 7, 2021 Abstractive Text Summarization Text Summarization
Code Code Available 15 Discovering Non-monotonic Autoregressive Orderings with Variational Inference Oct 27, 2021 Decoder Image Captioning
Code Code Available 15 Does Pretraining for Summarization Require Knowledge Transfer? Sep 10, 2021 Text Summarization Transfer Learning
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 Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 Jun 3, 2020 Articles Text Summarization
Code Code Available 15 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
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 BARTScore: Evaluating Generated Text as Text Generation Jun 22, 2021 Decoder Informativeness
Code Code Available 15 Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
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 All Word Embeddings from One Embedding Apr 25, 2020 All Decoder
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 BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
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 Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available 15 Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Dec 14, 2020 Conditional Text Generation Contrastive Learning
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