| HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding | Sep 30, 2024 | HallucinationObject | CodeCode Available | 0 |
| Analysing Zero-Shot Readability-Controlled Sentence Simplification | Sep 30, 2024 | SentenceText Simplification | —Unverified | 0 |
| Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language | Sep 30, 2024 | Few-Shot LearningSentence | CodeCode Available | 0 |
| Black-Box Segmentation of Electronic Medical Records | Sep 29, 2024 | SegmentationSentence | —Unverified | 0 |
| DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations | Sep 29, 2024 | Literature Miningnamed-entity-recognition | CodeCode Available | 0 |
| Adversarial Examples for DNA Classification | Sep 29, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Edit-Constrained Decoding for Sentence Simplification | Sep 28, 2024 | Sentence | CodeCode Available | 0 |
| A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning | Sep 27, 2024 | DecoderFairness | —Unverified | 0 |
| Evaluating Multilingual Long-Context Models for Retrieval and Reasoning | Sep 26, 2024 | RetrievalSentence | CodeCode Available | 0 |
| SECURE: Semantics-aware Embodied Conversation under Unawareness for Lifelong Robot Learning | Sep 26, 2024 | Novel ConceptsSentence | —Unverified | 0 |
| How Transliterations Improve Crosslingual Alignment | Sep 25, 2024 | SentenceTransliteration | CodeCode Available | 0 |
| PTQ4RIS: Post-Training Quantization for Referring Image Segmentation | Sep 25, 2024 | Image SegmentationQuantization | CodeCode Available | 0 |
| Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation | Sep 25, 2024 | SentenceTranslation | —Unverified | 0 |
| Spelling Correction through Rewriting of Non-Autoregressive ASR Lattices | Sep 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation | Sep 24, 2024 | Multiple-choiceSentence | —Unverified | 0 |
| Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs | Sep 24, 2024 | In-Context LearningSentence | —Unverified | 0 |
| Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint | Sep 24, 2024 | DisentanglementRepresentation Learning | CodeCode Available | 0 |
| Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking | Sep 24, 2024 | Model SelectionSentence | CodeCode Available | 0 |
| An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models | Sep 23, 2024 | Clone DetectionDomain Adaptation | —Unverified | 0 |
| Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task | Sep 23, 2024 | DecoderMachine Translation | —Unverified | 0 |
| Target-Aware Language Modeling via Granular Data Sampling | Sep 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction | Sep 23, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Using Similarity to Evaluate Factual Consistency in Summaries | Sep 23, 2024 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints | Sep 22, 2024 | Semantic ParsingSentence | —Unverified | 0 |
| Data-centric NLP Backdoor Defense from the Lens of Memorization | Sep 21, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |