| Approximate Attributions for Off-the-Shelf Siamese Transformers | Feb 5, 2024 | NegationSentence | CodeCode Available | 1 |
| JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching | Feb 5, 2024 | BenchmarkingSentence | CodeCode Available | 1 |
| LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning | Feb 2, 2024 | SentenceText Detection | CodeCode Available | 1 |
| MT-Ranker: Reference-free machine translation evaluation by inter-system ranking | Jan 30, 2024 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets | Jan 29, 2024 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings | Jan 28, 2024 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning | Jan 24, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation | Jan 18, 2024 | Sentencespeech-recognition | CodeCode Available | 1 |
| I am a Strange Dataset: Metalinguistic Tests for Language Models | Jan 10, 2024 | Sentence | CodeCode Available | 1 |
| DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models | Jan 4, 2024 | HallucinationSentence | CodeCode Available | 1 |
| L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages | Jan 4, 2024 | ArticlesClassification | CodeCode Available | 1 |
| Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning | Jan 1, 2024 | Representation LearningRetrieval | CodeCode Available | 1 |
| Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding | Dec 27, 2023 | SentenceTemporal Sentence Grounding | CodeCode Available | 1 |
| Mask Grounding for Referring Image Segmentation | Dec 19, 2023 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval | Dec 19, 2023 | cross-modal alignmentMoment Retrieval | CodeCode Available | 1 |
| Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models | Dec 15, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| NuScenes-MQA: Integrated Evaluation of Captions and QA for Autonomous Driving Datasets using Markup Annotations | Dec 11, 2023 | Autonomous DrivingDescriptive | CodeCode Available | 1 |
| Dense X Retrieval: What Retrieval Granularity Should We Use? | Dec 11, 2023 | RetrievalSentence | CodeCode Available | 1 |
| BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos | Nov 30, 2023 | Moment RetrievalNatural Language Moment Retrieval | CodeCode Available | 1 |
| Contrastive Vision-Language Alignment Makes Efficient Instruction Learner | Nov 29, 2023 | Contrastive LearningImage Captioning | CodeCode Available | 1 |
| Cerbero-7B: A Leap Forward in Language-Specific LLMs Through Enhanced Chat Corpus Generation and Evaluation | Nov 27, 2023 | DiversityLanguage Modelling | CodeCode Available | 1 |
| Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation | Nov 26, 2023 | SentenceVariational Inference | CodeCode Available | 1 |
| Some Like It Small: Czech Semantic Embedding Models for Industry Applications | Nov 23, 2023 | Image RetrievalKnowledge Distillation | CodeCode Available | 1 |
| TextGuard: Provable Defense against Backdoor Attacks on Text Classification | Nov 19, 2023 | ClassificationSentence | CodeCode Available | 1 |
| Language Generation from Brain Recordings | Nov 16, 2023 | DecoderLanguage Modelling | CodeCode Available | 1 |
| R-Tuning: Instructing Large Language Models to Say `I Don't Know' | Nov 16, 2023 | HallucinationSentence | CodeCode Available | 1 |
| Event Causality Is Key to Computational Story Understanding | Nov 16, 2023 | Event Causality IdentificationSentence | CodeCode Available | 1 |
| SentAlign: Accurate and Scalable Sentence Alignment | Nov 15, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers | Nov 15, 2023 | Fact CheckingSentence | CodeCode Available | 1 |
| Spot: A Natural Language Interface for Geospatial Searches in OSM | Nov 14, 2023 | Sentence | CodeCode Available | 1 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models | Nov 10, 2023 | GSM8KMemorization | CodeCode Available | 1 |
| Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations | Nov 7, 2023 | Contrastive LearningSemantic Similarity | CodeCode Available | 1 |
| Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models | Nov 7, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| The Linear Representation Hypothesis and the Geometry of Large Language Models | Nov 7, 2023 | counterfactualSentence | CodeCode Available | 1 |
| Bilingual Corpus Mining and Multistage Fine-Tuning for Improving Machine Translation of Lecture Transcripts | Nov 7, 2023 | BenchmarkingMachine Translation | CodeCode Available | 1 |
| An Efficient Self-Supervised Cross-View Training For Sentence Embedding | Nov 6, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification | Nov 1, 2023 | ClassificationLanguage Modelling | CodeCode Available | 1 |
| Japanese SimCSE Technical Report | Oct 30, 2023 | SentenceSentence Embedding | CodeCode Available | 1 |
| Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders | Oct 29, 2023 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Anaphor Assisted Document-Level Relation Extraction | Oct 28, 2023 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Benchingmaking Large Langage Models in Biomedical Triple Extraction | Oct 27, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| MUSER: A Multi-View Similar Case Retrieval Dataset | Oct 24, 2023 | FairnessRetrieval | CodeCode Available | 1 |
| CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction | Oct 24, 2023 | Aspect Sentiment Triplet ExtractionAspect Term Extraction and Sentiment Classification | CodeCode Available | 1 |
| DALE: Generative Data Augmentation for Low-Resource Legal NLP | Oct 24, 2023 | Data AugmentationDecoder | CodeCode Available | 1 |
| System Combination via Quality Estimation for Grammatical Error Correction | Oct 23, 2023 | Grammatical Error CorrectionSentence | CodeCode Available | 1 |
| Visual Grounding Helps Learn Word Meanings in Low-Data Regimes | Oct 20, 2023 | Image CaptioningLanguage Acquisition | CodeCode Available | 1 |
| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 |
| Vision-Language Models are Zero-Shot Reward Models for Reinforcement Learning | Oct 19, 2023 | MuJoCoPrompt Engineering | CodeCode Available | 1 |
| An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning | Oct 18, 2023 | Image GenerationPrompt Learning | CodeCode Available | 1 |
