| Towards Building Efficient Sentence BERT Models using Layer Pruning | Sep 21, 2024 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Language Model Understand Word Semantics as A Chatbot? An Empirical Study of Language Model Internal External Mismatch | Sep 21, 2024 | ChatbotDecoder | —Unverified | 0 |
| A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models | Sep 20, 2024 | HallucinationSentence | —Unverified | 0 |
| MEXMA: Token-level objectives improve sentence representations | Sep 19, 2024 | Sentence | CodeCode Available | 1 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Exploring an Inter-Pausal Unit (IPU) based Approach for Indic End-to-End TTS Systems | Sep 18, 2024 | Sentencetext-to-speech | —Unverified | 0 |
| Linear Recency Bias During Training Improves Transformers' Fit to Reading Times | Sep 17, 2024 | Sentence | —Unverified | 0 |
| Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis | Sep 17, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| beeFormer: Bridging the Gap Between Semantic and Interaction Similarity in Recommender Systems | Sep 16, 2024 | Collaborative FilteringRecommendation Systems | CodeCode Available | 2 |
| Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences | Sep 15, 2024 | PositionRelation | —Unverified | 0 |
| PersonaMark: Personalized LLM watermarking for model protection and user attribution | Sep 15, 2024 | AttributeSentence | —Unverified | 0 |
| LLM-Powered Grapheme-to-Phoneme Conversion: Benchmark and Case Study | Sep 13, 2024 | BenchmarkingGrapheme-to-Phoneme Conversion | —Unverified | 0 |
| Exploring Italian sentence embeddings properties through multi-tasking | Sep 10, 2024 | SentenceSentence Embeddings | —Unverified | 0 |
| Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement | Sep 10, 2024 | Multiple-choiceSentence | —Unverified | 0 |
| DiVA-DocRE: A Discriminative and Voice-Aware Paradigm for Document-Level Relation Extraction | Sep 7, 2024 | Document-level Relation ExtractionReading Comprehension | —Unverified | 0 |
| Sentiment Informed Sentence BERT-Ensemble Algorithm for Depression Detection | Sep 7, 2024 | Depression DetectionSentence | —Unverified | 0 |
| Development of the Listening in Spatialized Noise-Sentences (LiSN-S) Test in Brazilian Portuguese: Presentation Software, Speech Stimuli, and Sentence Equivalence | Sep 6, 2024 | Sentence | —Unverified | 0 |
| Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features | Sep 6, 2024 | Feature EngineeringFew-Shot Learning | —Unverified | 0 |
| A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior | Sep 6, 2024 | Sentence | —Unverified | 0 |
| N-gram Prediction and Word Difference Representations for Language Modeling | Sep 5, 2024 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| Historical German Text Normalization Using Type- and Token-Based Language Modeling | Sep 4, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| CLUE: Concept-Level Uncertainty Estimation for Large Language Models | Sep 4, 2024 | HallucinationSentence | —Unverified | 0 |
| LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA | Sep 4, 2024 | Question AnsweringSentence | CodeCode Available | 4 |
| A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations | Sep 4, 2024 | Machine TranslationSentence | —Unverified | 0 |
| You Only Use Reactive Attention Slice For Long Context Retrieval | Sep 3, 2024 | RAGRetrieval | CodeCode Available | 0 |
| AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction | Sep 3, 2024 | RelationRelation Extraction | CodeCode Available | 2 |
| Less is more: concatenating videos for Sign Language Translation from a small set of signs | Sep 3, 2024 | SentenceSign Language Translation | CodeCode Available | 0 |
| Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language | Sep 2, 2024 | Lip ReadingSentence | CodeCode Available | 1 |
| Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference | Sep 2, 2024 | Computational EfficiencySentence | CodeCode Available | 1 |
| Entity-Aware Biaffine Attention Model for Improved Constituent Parsing with Reduced Entity Violations | Sep 1, 2024 | Constituency ParsingSentence | —Unverified | 0 |
| Statistics of punctuation in experimental literature -- the remarkable case of "Finnegans Wake" by James Joyce | Aug 31, 2024 | SentenceSurvival Analysis | —Unverified | 0 |
| ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings | Aug 28, 2024 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 |
| Empowering Sign Language Communication: Integrating Sentiment and Semantics for Facial Expression Synthesis | Aug 27, 2024 | Facial expression generationSentence | CodeCode Available | 0 |
| Probing Causality Manipulation of Large Language Models | Aug 26, 2024 | In-Context LearningRAG | —Unverified | 0 |
| Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation | Aug 24, 2024 | DiversitySentence | CodeCode Available | 1 |
| FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask Evaluation | Aug 24, 2024 | Machine TranslationSentence | —Unverified | 0 |
| Towards Estimating Personal Values in Song Lyrics | Aug 22, 2024 | Sentence | —Unverified | 0 |
| High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering | Aug 22, 2024 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Practical token pruning for foundation models in few-shot conversational virtual assistant systems | Aug 21, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| MCDubber: Multimodal Context-Aware Expressive Video Dubbing | Aug 21, 2024 | Sentence | CodeCode Available | 0 |
| Towards Inducing Document-Level Abilities in Standard Multilingual Neural Machine Translation Models | Aug 21, 2024 | DecoderMachine Translation | —Unverified | 0 |
| BEYOND DIALOGUE: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model | Aug 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing | Aug 19, 2024 | Representation LearningSentence | —Unverified | 0 |
| GLIMMER: Incorporating Graph and Lexical Features in Unsupervised Multi-Document Summarization | Aug 19, 2024 | Document SummarizationInformativeness | CodeCode Available | 0 |
| Fostering Natural Conversation in Large Language Models with NICO: a Natural Interactive COnversation dataset | Aug 18, 2024 | Sentence | —Unverified | 0 |
| Scaling up Multimodal Pre-training for Sign Language Understanding | Aug 16, 2024 | Gloss-free Sign Language TranslationSentence | —Unverified | 0 |
| Nl2Hltl2Plan: Scaling Up Natural Language Understanding for Multi-Robots Through Hierarchical Temporal Logic Task Representation | Aug 15, 2024 | Natural Language UnderstandingRobot Task Planning | —Unverified | 0 |
| MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU | Aug 15, 2024 | domain classificationIntent Detection | CodeCode Available | 0 |
| Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Infer Causal Links Between Siamese Images | Aug 15, 2024 | Image GenerationSentence | CodeCode Available | 1 |