| Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Sep 13, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization | Aug 27, 2018 | ArticlesDocument Summarization | CodeCode Available | 0 |
| Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark | May 24, 2023 | Discourse ParsingInformation Retrieval | CodeCode Available | 0 |
| Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling | Oct 11, 2022 | Answer SelectionNatural Language Inference | CodeCode Available | 0 |
| Style Transfer Through Back-Translation | Apr 24, 2018 | SentenceStyle Transfer | CodeCode Available | 0 |
| Recurrent Attention Network on Memory for Aspect Sentiment Analysis | Sep 1, 2017 | Aspect-Based Sentiment Analysis (ABSA)Feature Engineering | CodeCode Available | 0 |
| Automatic Discrimination of Human and Neural Machine Translation: A Study with Multiple Pre-Trained Models and Longer Context | Jun 1, 2022 | Machine TranslationSentence | CodeCode Available | 0 |
| Fine-Tuning Language Models for Scientific Writing Support | Jun 19, 2023 | Sentence | CodeCode Available | 0 |
| Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi | Oct 25, 2021 | Hate Speech DetectionSentence | CodeCode Available | 0 |
| DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms | Mar 5, 2025 | Sentence | CodeCode Available | 0 |
| Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents | Oct 30, 2020 | Clusteringobject-detection | CodeCode Available | 0 |
| FiNLP at FinCausal 2020 Task 1: Mixture of BERTs for Causal Sentence Identification in Financial Texts | Dec 1, 2020 | Data AugmentationPosition | CodeCode Available | 0 |
| Scoring Sentence Singletons and Pairs for Abstractive Summarization | May 31, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| On Cross-Lingual Retrieval with Multilingual Text Encoders | Dec 21, 2021 | Cross-Lingual TransferRe-Ranking | CodeCode Available | 0 |
| compare-mt: A Tool for Holistic Comparison of Language Generation Systems | Mar 19, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM | Jul 4, 2024 | Abstract Meaning RepresentationInstruction Following | CodeCode Available | 0 |
| Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis | Apr 30, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| On Dimensional Linguistic Properties of the Word Embedding Space | Oct 5, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Lexicon information in neural sentiment analysis: a multi-task learning approach | Sep 1, 2019 | Multi-Task LearningSentence | CodeCode Available | 0 |
| First the worst: Finding better gender translations during beam search | Apr 15, 2021 | DiversityMachine Translation | CodeCode Available | 0 |
| Comparative Snippet Generation | Jun 11, 2022 | Sentence | CodeCode Available | 0 |
| Semantic Hilbert Space for Text Representation Learning | Feb 26, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains | Dec 15, 2021 | SegmentationSentence | CodeCode Available | 0 |
| Fitting Sentence Level Translation Evaluation with Many Dense Features | Oct 1, 2014 | Learning-To-RankMachine Translation | CodeCode Available | 0 |
| Fixing Translation Divergences in Parallel Corpora for Neural MT | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
