| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models | Oct 9, 2022 | Data-to-Text GenerationSentence | CodeCode Available | 1 |
| Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation | Mar 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
| FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark | Jul 15, 2021 | Few-Shot LearningMachine Reading Comprehension | CodeCode Available | 1 |
| Biomedical Event Extraction with Hierarchical Knowledge Graphs | Sep 20, 2020 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos | May 2, 2020 | Action DetectionForm | CodeCode Available | 1 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| Bilingual Corpus Mining and Multistage Fine-Tuning for Improving Machine Translation of Lecture Transcripts | Nov 7, 2023 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-tuning Whisper on Low-Resource Languages for Real-World Applications | Dec 20, 2024 | FormSentence | CodeCode Available | 1 |
| Analysing Human Strategies of Information Transmission as a Function of Discourse Context | Nov 1, 2021 | ArticlesSentence | CodeCode Available | 1 |
| Focusing on Potential Named Entities During Active Label Acquisition | Nov 6, 2021 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
| From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization | Apr 4, 2024 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 |
| Frustratingly Easy Label Projection for Cross-lingual Transfer | Nov 28, 2022 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 1 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| GDPNet: Refining Latent Multi-View Graph for Relation Extraction | Dec 12, 2020 | Dialog Relation ExtractionDynamic Time Warping | CodeCode Available | 1 |
| GECko+: a Grammatical and Discourse Error Correction Tool | Jun 1, 2021 | SentenceSentence Ordering | CodeCode Available | 1 |
| Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization | Dec 21, 2022 | Abstractive Text Summarizationreinforcement-learning | CodeCode Available | 1 |
| Generating Sentences from a Continuous Space | Nov 19, 2015 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs | Jan 26, 2021 | Data AugmentationDecoder | CodeCode Available | 1 |
| BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation | May 23, 2023 | Contrastive LearningMachine Translation | CodeCode Available | 1 |
