| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| SNP-S3: Shared Network Pre-training and Significant Semantic Strengthening for Various Video-Text Tasks | Jan 31, 2024 | Sentence | CodeCode Available | 2 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | CodeCode Available | 2 |
| Segment and Caption Anything | Dec 1, 2023 | Caption Generationobject-detection | CodeCode Available | 2 |
| Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding | Nov 15, 2023 | Highlight DetectionMoment Retrieval | CodeCode Available | 2 |
| BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings | Nov 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" | Sep 21, 2023 | Data AugmentationSentence | CodeCode Available | 2 |
| SONAR: Sentence-Level Multimodal and Language-Agnostic Representations | Aug 22, 2023 | DecoderMachine Translation | CodeCode Available | 2 |
| MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions | Aug 16, 2023 | Motion Expressions Guided Video SegmentationObject | CodeCode Available | 2 |
| BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs | Jul 17, 2023 | Instruction FollowingSentence | CodeCode Available | 2 |
| Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling | Jul 16, 2023 | DiagnosticLanguage Modelling | CodeCode Available | 2 |
| MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval | Jul 2, 2023 | Biomedical Information RetrievalContrastive Learning | CodeCode Available | 2 |
| SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning | Jun 21, 2023 | SentenceText Generation | CodeCode Available | 2 |
| Fine-Grained Human Feedback Gives Better Rewards for Language Model Training | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 |
| IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian Languages | May 25, 2023 | AllMachine Translation | CodeCode Available | 2 |
| HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation | May 19, 2023 | HallucinationMachine Translation | CodeCode Available | 2 |
| Active Retrieval Augmented Generation | May 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 2 |
| Exploring Human-Like Translation Strategy with Large Language Models | May 6, 2023 | HallucinationMachine Translation | CodeCode Available | 2 |
| RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models | May 4, 2023 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models | Mar 15, 2023 | Fact CheckingHallucination | CodeCode Available | 2 |
| Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning | Feb 27, 2023 | Dense Video CaptioningLanguage Modeling | CodeCode Available | 2 |
| Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine | Jan 20, 2023 | Machine TranslationSentence | CodeCode Available | 2 |
| BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric | Dec 16, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Semantic-Conditional Diffusion Networks for Image Captioning | Dec 6, 2022 | Cross-Modal RetrievalDecoder | CodeCode Available | 2 |
