| Self-Evolution Learning for Discriminative Language Model Pretraining | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | CodeCode Available | 1 |
| From Shortcuts to Triggers: Backdoor Defense with Denoised PoE | May 24, 2023 | backdoor defenseData Poisoning | CodeCode Available | 0 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 |
| Estimating class separability of text embeddings with persistent homology | May 24, 2023 | Language ModellingMulti Class Text Classification | —Unverified | 0 |
| Pento-DIARef: A Diagnostic Dataset for Learning the Incremental Algorithm for Referring Expression Generation from Examples | May 24, 2023 | DiagnosticReferring Expression | CodeCode Available | 0 |
| Structural Ambiguity and its Disambiguation in Language Model Based Parsers: the Case of Dutch Clause Relativization | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation | May 23, 2023 | Contrastive LearningMachine Translation | CodeCode Available | 1 |
| Are Large Language Models Robust Coreference Resolvers? | May 23, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Cascaded Beam Search: Plug-and-Play Terminology-Forcing For Neural Machine Translation | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment | May 23, 2023 | BenchmarkingCross-Lingual Transfer | CodeCode Available | 1 |
| Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA | May 23, 2023 | SentenceText Simplification | —Unverified | 0 |
| Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries | May 23, 2023 | SentenceSentence Embeddings | —Unverified | 0 |
| Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control | May 23, 2023 | SentenceText Generation | —Unverified | 0 |
| USB: A Unified Summarization Benchmark Across Tasks and Domains | May 23, 2023 | Abstractive Text SummarizationArticles | CodeCode Available | 0 |
| IdEALS: Idiomatic Expressions for Advancement of Language Skills | May 23, 2023 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Validating Multimedia Content Moderation Software via Semantic Fusion | May 23, 2023 | Sentencesoftware testing | —Unverified | 0 |
| Challenges in Context-Aware Neural Machine Translation | May 23, 2023 | Machine TranslationSentence | CodeCode Available | 0 |
| mPMR: A Multilingual Pre-trained Machine Reader at Scale | May 23, 2023 | ClassificationMachine Reading Comprehension | CodeCode Available | 0 |
| Causal Intervention for Abstractive Related Work Generation | May 23, 2023 | Sentence | —Unverified | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Linear Cross-Lingual Mapping of Sentence Embeddings | May 23, 2023 | SentenceSentence Embeddings | —Unverified | 0 |
| Evaluating Factual Consistency of Summaries with Large Language Models | May 23, 2023 | Binary ClassificationSentence | CodeCode Available | 0 |
| Text Is All You Need: Learning Language Representations for Sequential Recommendation | May 23, 2023 | AllRepresentation Learning | CodeCode Available | 1 |
| WYWEB: A NLP Evaluation Benchmark For Classical Chinese | May 23, 2023 | Machine TranslationNatural Language Understanding | CodeCode Available | 1 |
| TaDSE: Template-aware Dialogue Sentence Embeddings | May 23, 2023 | Contrastive Learningintent-classification | —Unverified | 0 |
| Transfer-Free Data-Efficient Multilingual Slot Labeling | May 22, 2023 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 |
| Sentence Representations via Gaussian Embedding | May 22, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents | May 22, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| LMGQS: A Large-scale Dataset for Query-focused Summarization | May 22, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| Bidirectional Transformer Reranker for Grammatical Error Correction | May 22, 2023 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Non-Autoregressive Document-Level Machine Translation | May 22, 2023 | Document Level Machine TranslationMachine Translation | CodeCode Available | 0 |
| A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond | May 22, 2023 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition | May 22, 2023 | Sentencespeech-recognition | —Unverified | 0 |
| Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale | May 22, 2023 | Joint Multilingual Sentence RepresentationsSentence | —Unverified | 0 |
| Learning Optimal Policy for Simultaneous Machine Translation via Binary Search | May 22, 2023 | Machine TranslationSentence | CodeCode Available | 0 |
| SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives | May 22, 2023 | Contrastive LearningSentence | —Unverified | 0 |
| Enhancing Coherence of Extractive Summarization with Multitask Learning | May 22, 2023 | Extractive SummarizationSentence | —Unverified | 0 |
| Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs | May 22, 2023 | Multilingual NLPRetrieval | CodeCode Available | 0 |
| Multilingual Simplification of Medical Texts | May 21, 2023 | ArticlesSentence | CodeCode Available | 0 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 |
| Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification | May 21, 2023 | Lexical SimplificationSentence | CodeCode Available | 0 |
| A request for clarity over the End of Sequence token in the Self-Critical Sequence Training | May 20, 2023 | Image CaptioningSentence | CodeCode Available | 0 |
| Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction | May 20, 2023 | RelationRelation Extraction | —Unverified | 0 |
| Paragraph-level Citation Recommendation based on Topic Sentences as Queries | May 20, 2023 | ArticlesCitation Recommendation | CodeCode Available | 0 |
| Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation | May 20, 2023 | Graph MatchingImage Segmentation | —Unverified | 0 |
| Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding | May 20, 2023 | Knowledge DistillationSentence | CodeCode Available | 0 |
| SEntFiN 1.0: Entity-Aware Sentiment Analysis for Financial News | May 20, 2023 | SentenceSentiment Analysis | —Unverified | 0 |
| Deep Learning Approaches to Lexical Simplification: A Survey | May 19, 2023 | Deep LearningLexical Simplification | —Unverified | 0 |
| Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
