| Dual-Alignment Pre-training for Cross-lingual Sentence Embedding | May 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A unified approach to sentence segmentation of punctuated text in many languages | Aug 1, 2021 | SentenceSentence segmentation | CodeCode Available | 1 | 5 |
| Dual Learning for Semi-Supervised Natural Language Understanding | Apr 26, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 | 5 |
| Dynamic Global Memory for Document-level Argument Extraction | Sep 18, 2022 | ArticlesEvent Argument Extraction | CodeCode Available | 1 | 5 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 | 5 |
| A Better Way to Do Masked Language Model Scoring | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| The MSR-Video to Text Dataset with Clean Annotations | Feb 12, 2021 | SentenceVideo Captioning | CodeCode Available | 1 | 5 |
| AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description | Jul 22, 2024 | Sentence | CodeCode Available | 1 | 5 |
| Efficient Neural Architecture for Text-to-Image Synthesis | Apr 23, 2020 | Image GenerationSentence | CodeCode Available | 1 | 5 |
| SentenceVAE: Enable Next-sentence Prediction for Large Language Models with Faster Speed, Higher Accuracy and Longer Context | Aug 1, 2024 | DecoderSentence | CodeCode Available | 1 | 5 |
| Automatic Error Analysis for Document-level Information Extraction | Sep 15, 2022 | Event ExtractionRelation Extraction | CodeCode Available | 1 | 5 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 | 5 |
| T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack | Dec 22, 2019 | Adversarial AttackAdversarial Text | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric | Sep 27, 2022 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey | May 19, 2020 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | Apr 22, 2019 | Conversational Response SelectionSentence | CodeCode Available | 1 | 5 |
| BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis | Mar 22, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Adversarial Attack and Defense of Structured Prediction Models | Oct 4, 2020 | Adversarial AttackDependency Parsing | CodeCode Available | 1 | 5 |
| An Attribution Method for Siamese Encoders | Oct 9, 2023 | SentenceSTS | CodeCode Available | 1 | 5 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 | 5 |
| Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Aug 26, 2021 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 | 5 |
| A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation | Jul 17, 2020 | DecoderMachine Translation | CodeCode Available | 1 | 5 |
| AutoMeTS: The Autocomplete for Medical Text Simplification | Oct 20, 2020 | SentenceText Simplification | CodeCode Available | 1 | 5 |
| A Decomposable Attention Model for Natural Language Inference | Jun 6, 2016 | modelNatural Language Inference | CodeCode Available | 1 | 5 |
| Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search | Jan 8, 2021 | DescriptiveSentence | CodeCode Available | 1 | 5 |
| Entity-centered Cross-document Relation Extraction | Oct 29, 2022 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 | 5 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 | 5 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation | Aug 24, 2024 | DiversitySentence | CodeCode Available | 1 | 5 |
| BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos | Nov 30, 2023 | Moment RetrievalNatural Language Moment Retrieval | CodeCode Available | 1 | 5 |
| Evaluating the Factual Consistency of Abstractive Text Summarization | Oct 28, 2019 | Abstractive Text SummarizationFact Checking | CodeCode Available | 1 | 5 |
| BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm | Dec 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Event Causality Identification via Derivative Prompt Joint Learning | Oct 1, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 1 | 5 |
| An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition | Aug 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Contrastive Vision-Language Alignment Makes Efficient Instruction Learner | Nov 29, 2023 | Contrastive LearningImage Captioning | CodeCode Available | 1 | 5 |
| AmbiFC: Fact-Checking Ambiguous Claims with Evidence | Apr 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations | Oct 23, 2020 | NERPOS | CodeCode Available | 1 | 5 |
| Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models | Mar 29, 2021 | Backdoor AttackData Poisoning | CodeCode Available | 1 | 5 |
| Adversarial Learning with Mask Reconstruction for Text-Guided Image Inpainting | Jul 28, 2021 | Image InpaintingSentence | CodeCode Available | 1 | 5 |
| An MRC Framework for Semantic Role Labeling | Sep 14, 2021 | Computational EfficiencyMachine Reading Comprehension | CodeCode Available | 1 | 5 |
