| GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? | Feb 23, 2024 | DiagnosticHate Speech Detection | CodeCode Available | 0 |
| Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings | Feb 23, 2024 | Contrastive LearningSentence | —Unverified | 0 |
| Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding | Feb 23, 2024 | HallucinationObject | CodeCode Available | 1 |
| Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples | Feb 23, 2024 | Dataset GenerationDecoder | CodeCode Available | 0 |
| Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency | Feb 23, 2024 | AttributeSentence | —Unverified | 0 |
| DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators | Feb 23, 2024 | DecoderMachine Translation | CodeCode Available | 0 |
| 2D Matryoshka Sentence Embeddings | Feb 22, 2024 | RAGRepresentation Learning | CodeCode Available | 4 |
| 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 |
| GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages | Feb 22, 2024 | Machine TranslationNMT | —Unverified | 0 |
| Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective | Feb 22, 2024 | HallucinationSentence | CodeCode Available | 2 |
| Overview of the VLSP 2023 -- ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews | Feb 21, 2024 | Opinion MiningSentence | —Unverified | 0 |
| Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment | Feb 21, 2024 | Sentence | CodeCode Available | 0 |
| Unsupervised Text Style Transfer via LLMs and Attention Masking with Multi-way Interactions | Feb 21, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 |
| ChatEL: Entity Linking with Chatbots | Feb 20, 2024 | Entity LinkingSentence | CodeCode Available | 0 |
| Explaining Relationships Among Research Papers | Feb 20, 2024 | Sentence | —Unverified | 0 |
| Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation | Feb 20, 2024 | SentenceTranslation | —Unverified | 0 |
| Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity | Feb 20, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation | Feb 20, 2024 | Machine TranslationNatural Language Understanding | CodeCode Available | 0 |
| SiLLM: Large Language Models for Simultaneous Machine Translation | Feb 20, 2024 | Machine TranslationSentence | CodeCode Available | 1 |
| Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations | Feb 20, 2024 | Sentence | CodeCode Available | 2 |
| More Discriminative Sentence Embeddings via Semantic Graph Smoothing | Feb 20, 2024 | ClusteringSentence | CodeCode Available | 0 |
| TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization | Feb 20, 2024 | HallucinationNews Summarization | CodeCode Available | 1 |
| Asynchronous and Segmented Bidirectional Encoding for NMT | Feb 19, 2024 | Machine TranslationNMT | —Unverified | 0 |
| Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! | Feb 19, 2024 | Sentence | CodeCode Available | 0 |
| Machine-Generated Text Localization | Feb 19, 2024 | Binary ClassificationMisinformation | CodeCode Available | 1 |
