Data-Efficient Multimodal Fusion on a Single GPU Dec 15, 2023 GPU Image Retrieval
Code Code Available 1CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision Dec 14, 2021 Contrastive Learning Representation Learning
Code Code Available 1DAPR: A Benchmark on Document-Aware Passage Retrieval May 23, 2023 Articles Passage Retrieval
Code Code Available 1Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning Nov 14, 2023 Contrastive Learning Hateful Meme Classification
Code Code Available 1DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration Jun 6, 2025 Computational Efficiency Language Modeling
Code Code Available 1Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training Mar 2, 2022 3D Place Recognition Image Retrieval
Code Code Available 1DAS: Densely-Anchored Sampling for Deep Metric Learning Jul 30, 2022 Face Recognition Image Retrieval
Code Code Available 1DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions May 26, 2023 Information Retrieval Retrieval
Code Code Available 1A Rotation-Invariant Framework for Deep Point Cloud Analysis Mar 16, 2020 Point Cloud Generation Retrieval
Code Code Available 1CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training Oct 20, 2023 Retrieval
Code Code Available 1Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss Sep 9, 2021 Mixture-of-Experts Retrieval
Code Code Available 1IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval Mar 8, 2020 Cross-Modal Retrieval Image-text Retrieval
Code Code Available 1AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval Aug 6, 2024 Image Retrieval Re-Ranking
Code Code Available 1Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Oct 19, 2022 Argument Retrieval Information Retrieval
Code Code Available 1IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages Nov 8, 2020 Genre classification Multiple-choice
Code Code Available 1Inductive Entity Representations from Text via Link Prediction Oct 7, 2020 Inductive knowledge graph completion Inductive Link Prediction
Code Code Available 1CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Dec 24, 2024 Knowledge Base Question Answering Knowledge Graphs
Code Code Available 1Building A Coding Assistant via the Retrieval-Augmented Language Model Oct 21, 2024 Code Completion Code Generation
Code Code Available 1Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Sep 27, 2020 Question Answering Retrieval
Code Code Available 1Curriculum Learning for Dense Retrieval Distillation Apr 28, 2022 Knowledge Distillation Passage Retrieval
Code Code Available 1CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market Sep 8, 2023 Articles Passage Retrieval
Code Code Available 1Clover: Towards A Unified Video-Language Alignment and Fusion Model Jul 16, 2022 Language Modeling Language Modelling
Code Code Available 1InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models Sep 21, 2023 Emotion Recognition Emotion Recognition in Conversation
Code Code Available 1Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis May 28, 2024 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 1CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Nov 21, 2023 Question Answering Retrieval
Code Code Available 1CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering Jun 8, 2021 Question Answering Retrieval
Code Code Available 1Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrieval Jul 5, 2022 Contrastive Learning Cross-Modal Retrieval
Code Code Available 1YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy Aug 23, 2023 Information Retrieval Retrieval
Code Code Available 1C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available 1Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach Jun 5, 2024 Image Retrieval Instruction Following
Code Code Available 1CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Nov 2, 2023 Hallucination Retrieval
Code Code Available 1InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Dec 21, 2023 Image Retrieval Image-to-Text Retrieval
Code Code Available 13D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval Nov 10, 2022 Retrieval Self-Supervised Learning
Code Code Available 1Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model Aug 24, 2022 Language Modeling Language Modelling
Code Code Available 1Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning Nov 29, 2022 Image Augmentation Image Retrieval
Code Code Available 1Beyond Surprise: Improving Exploration Through Surprise Novelty Aug 9, 2023 Atari Games Retrieval
Code Code Available 1CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example Mar 24, 2021 Articles Information Retrieval
Code Code Available 1IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News Articles Jul 24, 2020 Articles Diversity
Code Code Available 1Dealing with Typos for BERT-based Passage Retrieval and Ranking Aug 27, 2021 Information Retrieval Language Modeling
Code Code Available 1DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition Nov 17, 2020 Autonomous Driving Autonomous Navigation
Code Code Available 1IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance Nov 16, 2023 Conversational Search Information Retrieval
Code Code Available 1It's All About Your Sketch: Democratising Sketch Control in Diffusion Models Mar 12, 2024 All Image Retrieval
Code Code Available 1CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Nov 3, 2020 Domain Adaptation Few-Shot Learning
Code Code Available 1Jasper and Stella: distillation of SOTA embedding models Dec 26, 2024 RAG Representation Learning
Code Code Available 1BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models Oct 2, 2023 Hallucination Retrieval
Code Code Available 1Complex Claim Verification with Evidence Retrieved in the Wild May 19, 2023 Claim Verification Fact Checking
Code Code Available 1CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion Mar 21, 2023 Composed Image Retrieval (CoIR) Image Retrieval
Code Code Available 1Joint Moment Retrieval and Highlight Detection Via Natural Language Queries May 8, 2023 Decoder Highlight Detection
Code Code Available 1CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 1Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval Oct 11, 2019 Graph Matching Image-text Retrieval
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