End-to-End AMR Coreference Resolution Aug 1, 2021 Abstract Meaning Representation coreference-resolution
Code Code Available 1Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Aug 26, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1Entity-level Factual Consistency of Abstractive Text Summarization Feb 18, 2021 Abstractive Text Summarization Hallucination
Code Code Available 1ERNIE-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 1AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
Code Code Available 1Evaluating the Factual Consistency of Abstractive Text Summarization Oct 28, 2019 Abstractive Text Summarization Fact Checking
Code Code Available 1Extractive Summarization as Text Matching Apr 19, 2020 Document Summarization Extractive Summarization
Code Code Available 1Extractive Summarization using Deep Learning Aug 15, 2017 Articles Deep Learning
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 1FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models Jun 23, 2024 Memorization Reading Comprehension
Code Code Available 1CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Oct 11, 2020 Text Summarization
Code Code Available 1ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available 1GenCompareSum: a hybrid unsupervised summarization method using salience May 1, 2022 Extractive Summarization Text Summarization
Code Code Available 1Get To The Point: Summarization with Pointer-Generator Networks Apr 14, 2017 Abstractive Text Summarization Document Summarization
Code Code Available 1Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available 1Graph Optimal Transport for Cross-Domain Alignment Jun 26, 2020 Graph Matching Image Captioning
Code Code Available 1Human-like Summarization Evaluation with ChatGPT Apr 5, 2023 Text Summarization
Code Code Available 1HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Oct 8, 2021 Abstractive Text Summarization Decoder
Code Code Available 1Improving large language models with concept-aware fine-tuning Jun 9, 2025 Protein Design Text Summarization
Code Code Available 1Incorporating Domain Knowledge for Extractive Summarization of Legal Case Documents Jun 30, 2021 Extractive Summarization Text Summarization
Code Code Available 1AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 1Better Fine-Tuning by Reducing Representational Collapse Aug 6, 2020 Abstractive Text Summarization Cross-Lingual Natural Language Inference
Code Code Available 1K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATION Jan 1, 2021 Chatbot Decoder
Code Code Available 1LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation Jun 18, 2024 GPU Natural Language Understanding
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 1A Call for Clarity in Beam Search: How It Works and When It Stops Apr 11, 2022 Machine Translation Text Generation
Code Code Available 1Leveraging Locality in Abstractive Text Summarization May 25, 2022 Abstractive Text Summarization Text Generation
Code Code Available 1Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Dec 21, 2020 Abstractive Text Summarization Decoder
Code Code Available 1A Divide-and-Conquer Approach to the Summarization of Long Documents Apr 13, 2020 Articles Document 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 1LongT5: Efficient Text-To-Text Transformer for Long Sequences Dec 15, 2021 Abstractive Text Summarization Long-range modeling
Code Code Available 1BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Sep 20, 2021 Abstractive Text Summarization Denoising
Code Code Available 1A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Apr 16, 2018 Abstractive Text Summarization Decoder
Code Code Available 1MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention Oct 15, 2020 Abstractive Text Summarization Multimodal Abstractive 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 1MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Jul 19, 2021 Extractive Summarization Extractive Text Summarization
Code Code Available 1BARTScore: Evaluating Generated Text as Text Generation Jun 22, 2021 Decoder Informativeness
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 1All Word Embeddings from One Embedding Apr 25, 2020 All Decoder
Code Code Available 1A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 1BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Feb 18, 2024 GPU Question Answering
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 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 1Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification Feb 29, 2020 Negation Negation Detection
Code Code Available 1Persian Keyphrase Generation Using Sequence-to-Sequence Models Sep 25, 2020 Articles Information Retrieval
Code Code Available 1Preference-grounded Token-level Guidance for Language Model Fine-tuning Jun 1, 2023 Imitation Learning Language Modeling
Code Code Available 1D2S: Document-to-Slide Generation Via Query-Based Text Summarization May 8, 2021 Benchmarking Long Form Question Answering
Code Code Available 1Fastformer: Additive Attention Can Be All You Need Aug 20, 2021 All News Recommendation
Code Code Available 1Non-Autoregressive Text Generation with Pre-trained Language Models Feb 16, 2021 Machine Translation Sentence
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