| Hyper-CL: Conditioning Sentence Representations with Hypernetworks | Mar 14, 2024 | Computational EfficiencyContrastive Learning | CodeCode Available | 1 |
| I am a Strange Dataset: Metalinguistic Tests for Language Models | Jan 10, 2024 | Sentence | CodeCode Available | 1 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine Translation | Nov 1, 2020 | Dynamic Time WarpingMachine Translation | CodeCode Available | 1 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation | Oct 19, 2022 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 |
| Supplementary Features of BiLSTM for Enhanced Sequence Labeling | May 31, 2023 | Aspect-Based Sentiment AnalysisChinese Named Entity Recognition | CodeCode Available | 1 |
| Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal | Dec 26, 2022 | DisentanglementSentence | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings from AI Feedback | May 3, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| The MSR-Video to Text Dataset with Clean Annotations | Feb 12, 2021 | SentenceVideo Captioning | CodeCode Available | 1 |
| Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering | Mar 15, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Improving Evidence Retrieval for Automated Explainable Fact-Checking | Jun 1, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks | Dec 2, 2022 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction | May 12, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| Abstractive Summarization Guided by Latent Hierarchical Document Structure | Nov 17, 2022 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Improving Paraphrase Detection with the Adversarial Paraphrasing Task | Jun 14, 2021 | Dataset GenerationParaphrase Identification | CodeCode Available | 1 |
| Improving Simultaneous Machine Translation with Monolingual Data | Dec 2, 2022 | HallucinationKnowledge Distillation | CodeCode Available | 1 |
| An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation | May 28, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization | May 12, 2023 | Machine TranslationNMT | CodeCode Available | 1 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| 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 |
| indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languages | Mar 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models | Oct 9, 2022 | Data-to-Text GenerationSentence | CodeCode Available | 1 |
| Inducing Language-Agnostic Multilingual Representations | Aug 20, 2020 | Cross-Lingual TransferSentence | CodeCode Available | 1 |
| InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings | Oct 8, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training | Jul 15, 2020 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| Automatic Post-Editing for Vietnamese | Apr 25, 2021 | Automatic Post-EditingMachine Translation | CodeCode Available | 1 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation | Oct 28, 2024 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| Automatic Error Analysis for Document-level Information Extraction | Sep 15, 2022 | Event ExtractionRelation Extraction | CodeCode Available | 1 |
| Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs | Sep 5, 2019 | NegationOpen-Ended Question Answering | CodeCode Available | 1 |
| ÌròyìnSpeech: A multi-purpose Yorùbá Speech Corpus | Jul 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| AutoMeTS: The Autocomplete for Medical Text Simplification | Oct 20, 2020 | SentenceText Simplification | CodeCode Available | 1 |
| Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator | Oct 26, 2022 | Sentence | CodeCode Available | 1 |
| Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidates | Nov 14, 2022 | AudioCapsAudio captioning | CodeCode Available | 1 |
| A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation | Jul 17, 2020 | DecoderMachine Translation | CodeCode Available | 1 |
| Iterative Edit-Based Unsupervised Sentence Simplification | Jun 17, 2020 | SentenceText Simplification | CodeCode Available | 1 |
| Abstractive Summarization of Spoken and Written Instructions with BERT | Aug 21, 2020 | Abstractive Text SummarizationArticles | CodeCode Available | 1 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| A Hierarchical Neural Autoencoder for Paragraphs and Documents | Jun 2, 2015 | SentenceText Generation | CodeCode Available | 1 |
| JobBERT: Understanding Job Titles through Skills | Sep 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Sentence Cloze Dataset for Chinese Machine Reading Comprehension | Apr 7, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Joint Extraction of Events and Entities within a Document Context | Sep 12, 2016 | Entity Extraction using GANEvent Extraction | CodeCode Available | 1 |
| Joint Learning of Localized Representations from Medical Images and Reports | Dec 6, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description | Jul 22, 2024 | Sentence | CodeCode Available | 1 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning | Mar 26, 2024 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization | Nov 11, 2021 | Community Question AnsweringData Augmentation | CodeCode Available | 1 |
