| Lexical Semantic Recognition | Apr 30, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 | 5 |
| Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling | Mar 21, 2024 | Grounded language learningLanguage Acquisition | CodeCode Available | 1 | 5 |
| Librispeech Transducer Model with Internal Language Model Prior Correction | Apr 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer | May 25, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 | 5 |
| A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation | Aug 8, 2022 | SentenceTranslation | CodeCode Available | 1 | 5 |
| Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application | Sep 22, 2020 | SentenceSurvey | CodeCode Available | 1 | 5 |
| Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond | Feb 19, 2016 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 | 5 |
| AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization | Nov 11, 2021 | Community Question AnsweringData Augmentation | CodeCode Available | 1 | 5 |
| Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images | Jul 19, 2021 | RetrievalSentence | CodeCode Available | 1 | 5 |
| Listening to Sounds of Silence for Speech Denoising | Oct 22, 2020 | DenoisingSentence | CodeCode Available | 1 | 5 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning | Feb 2, 2024 | SentenceText Detection | CodeCode Available | 1 | 5 |
| Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT | Jan 26, 2021 | Sentence | CodeCode Available | 1 | 5 |
| Contrastive Vision-Language Alignment Makes Efficient Instruction Learner | Nov 29, 2023 | Contrastive LearningImage Captioning | CodeCode Available | 1 | 5 |
| Context-Aware Monolingual Repair for Neural Machine Translation | Sep 3, 2019 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 | 5 |
| LongAttn: Selecting Long-context Training Data via Token-level Attention | Feb 24, 2025 | Sentence | CodeCode Available | 1 | 5 |
| Context-Dependent Fine-Grained Entity Type Tagging | Dec 3, 2014 | SentenceVocal Bursts Type Prediction | CodeCode Available | 1 | 5 |
| LongHeads: Multi-Head Attention is Secretly a Long Context Processor | Feb 16, 2024 | Sentence | CodeCode Available | 1 | 5 |
| A hybrid classical-quantum workflow for natural language processing | Apr 12, 2020 | Sentence | CodeCode Available | 1 | 5 |
| Look at the First Sentence: Position Bias in Question Answering | Apr 30, 2020 | Extractive Question-AnsweringPosition | CodeCode Available | 1 | 5 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 | 5 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| LSBert: A Simple Framework for Lexical Simplification | Jun 25, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction | Jan 27, 2021 | DiversityNatural Language Inference | CodeCode Available | 1 | 5 |
| AnyTaskTune: Advanced Domain-Specific Solutions through Task-Fine-Tuning | Jul 9, 2024 | Keyword ExtractionSentence | CodeCode Available | 1 | 5 |
| AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis | May 31, 2023 | Aspect-Based Sentiment AnalysisSentence | CodeCode Available | 1 | 5 |
| Context-Preserving Text Simplification | May 24, 2021 | SentenceText Simplification | CodeCode Available | 1 | 5 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| Deep Transfer Learning Baselines for Sentiment Analysis in Russian | Jul 1, 2021 | SentenceSentiment Analysis | CodeCode Available | 1 | 5 |
| Contextual Lensing of Universal Sentence Representations | Feb 20, 2020 | RetrievalSentence | 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 |
| Deep Representational Re-tuning using Contrastive Tension | Jan 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Actor and Action Video Segmentation from a Sentence | Mar 20, 2018 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 | 5 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 | 5 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction? | May 24, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 | 5 |
| A Plug-and-Play Method for Controlled Text Generation | Sep 20, 2021 | SentenceStory Generation | CodeCode Available | 1 | 5 |
| CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction | Oct 24, 2023 | Aspect Sentiment Triplet ExtractionAspect Term Extraction and Sentiment Classification | CodeCode Available | 1 | 5 |
| Contrastive Instruction Tuning | Feb 17, 2024 | Sentence | CodeCode Available | 1 | 5 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 | 5 |
| MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification | Aug 25, 2023 | Multi Label Text ClassificationMulti-Label Text Classification | CodeCode Available | 1 | 5 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 | 5 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence | May 27, 2021 | ArticlesDocument Ranking | CodeCode Available | 1 | 5 |
| DARF: A data-reduced FADE version for simulations of speech recognition thresholds with real hearing aids | Jul 10, 2020 | Sentencespeech-recognition | CodeCode Available | 1 | 5 |
| AdaBrowse: Adaptive Video Browser for Efficient Continuous Sign Language Recognition | Aug 16, 2023 | SentenceSign Language Recognition | CodeCode Available | 1 | 5 |
| Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble | Jun 20, 2020 | Sentence | CodeCode Available | 1 | 5 |
