| DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators | Feb 23, 2024 | DecoderMachine Translation | CodeCode Available | 0 |
| Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding | Feb 23, 2024 | HallucinationObject | CodeCode Available | 1 |
| Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency | Feb 23, 2024 | AttributeSentence | —Unverified | 0 |
| Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings | Feb 23, 2024 | Contrastive LearningSentence | —Unverified | 0 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? | Feb 23, 2024 | DiagnosticHate Speech Detection | CodeCode Available | 0 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective | Feb 22, 2024 | HallucinationSentence | CodeCode Available | 2 |
| GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages | Feb 22, 2024 | Machine TranslationNMT | —Unverified | 0 |
| Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task | Feb 22, 2024 | Adversarial AttackContrastive Learning | —Unverified | 0 |
