Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models May 1, 2024 Question Answering Retrieval
Code Code Available 0MultiContrievers: Analysis of Dense Retrieval Representations Feb 24, 2024 Retrieval Sensitivity
Code Code Available 0Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval Apr 29, 2024 Information Retrieval Retrieval
Code Code Available 0Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection Nov 20, 2018 General Classification Information Retrieval
Code Code Available 0Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning Jun 11, 2024 Benchmarking Contrastive Learning
Code Code Available 0Dual-Encoders for Extreme Multi-Label Classification Oct 16, 2023 Classification Extreme Multi-Label Classification
Code Code Available 0NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval Mar 13, 2025 Cross-Modal Retrieval Retrieval
Code Code Available 0Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task Oct 8, 2019 Cross-Modal Retrieval Image to text
Code Code Available 0Investigating Societal Biases in a Poetry Composition System Nov 5, 2020 Data Augmentation Retrieval
Code Code Available 0Investigating Task Arithmetic for Zero-Shot Information Retrieval May 1, 2025 Information Retrieval Re-Ranking
Code Code Available 0Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial Datasets Jun 25, 2024 Retrieval Retrieval-augmented Generation
Code Code Available 0Investigating the Effects of Sparse Attention on Cross-Encoders Dec 29, 2023 Re-Ranking Retrieval
Code Code Available 0Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge Mar 3, 2024 Data Augmentation Question Answering
Code Code Available 0Aligning Hyperbolic Representations: an Optimal Transport-based approach Dec 2, 2020 Domain Adaptation Ontology Matching
Code Code Available 0Controllable Semantic Parsing via Retrieval Augmentation Oct 16, 2021 Retrieval Semantic Parsing
Code Code Available 0ABD-Net: Attentive but Diverse Person Re-Identification Aug 3, 2019 Diversity Person Re-Identification
Code Code Available 0An unsupervised and customizable misspelling generator for mining noisy health-related text sources Jun 4, 2018 Retrieval
Code Code Available 0Controllable Gradient Item Retrieval May 31, 2021 Attribute Disentanglement
Code Code Available 0FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Feb 16, 2024 Decision Making Financial Analysis
Code Code Available 0Effectively Leveraging Attributes for Visual Similarity May 4, 2021 Attribute Retrieval
Code Code Available 0FIRE: Food Image to REcipe generation Aug 28, 2023 Decoder Language Modelling
Code Code Available 0Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Oct 9, 2022 Conversational Question Answering Information Retrieval
Code Code Available 0Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval Nov 3, 2023 Benchmarking Fairness
Code Code Available 0A Lightweight Constrained Generation Alternative for Query-focused Summarization Apr 23, 2023 Language Modeling Language Modelling
Code Code Available 0InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution Oct 20, 2023 Cross-Modal Retrieval Retrieval
Code Code Available 0MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation Dec 11, 2018 Information Retrieval Online Ranker Evaluation
Code Code Available 0FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks Mar 24, 2022 Action Recognition Retrieval
Code Code Available 0ANTIQUE: A Non-Factoid Question Answering Benchmark May 22, 2019 Community Question Answering Information Retrieval
Code Code Available 0FIVR: Fine-grained Incident Video Retrieval Sep 11, 2018 Benchmarking Retrieval
Code Code Available 0Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation Framework Feb 20, 2025 Benchmarking Question Answering
Code Code Available 0FixMyPose: Pose Correctional Captioning and Retrieval Apr 4, 2021 Pose Retrieval Retrieval
Code Code Available 0iQPP: A Benchmark for Image Query Performance Prediction Feb 20, 2023 Content-Based Image Retrieval Image Retrieval
Code Code Available 0Effective Distributed Representations for Academic Expert Search Oct 16, 2020 Navigate Retrieval
Code Code Available 0IR2: Information Regularization for Information Retrieval Feb 25, 2024 Information Retrieval Retrieval
Code Code Available 0A bagging SVM to learn from positive and unlabeled examples Oct 5, 2010 Binary Classification Information Retrieval
Code Code Available 0NeoQA: Evidence-based Question Answering with Generated News Events May 9, 2025 Articles Question Answering
Code Code Available 0NevIR: Negation in Neural Information Retrieval May 12, 2023 Information Retrieval Negation
Code Code Available 0Contrastive learning for natural language-based vehicle retrieval Jun 20, 2021 Contrastive Learning Retrieval
Code Code Available 0A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval Oct 20, 2020 Retrieval
Code Code Available 0Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters Jan 29, 2024 Fairness Retrieval
Code Code Available 0FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech May 25, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0ir_explain: a Python Library of Explainable IR Methods Apr 29, 2024 Information Retrieval Retrieval
Code Code Available 0IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models May 30, 2017 Ad-Hoc Information Retrieval Document Ranking
Code Code Available 0Effective and Efficient Indexing in Cross-Modal Hashing-Based Datasets Apr 30, 2019 Cross-Modal Retrieval Retrieval
Code Code Available 0Editable User Profiles for Controllable Text Recommendation Apr 9, 2023 Recommendation Systems Retrieval
Code Code Available 0edge2vec: Representation learning using edge semantics for biomedical knowledge discovery Sep 7, 2018 Biomedical Information Retrieval Information Retrieval
Code Code Available 0ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval Oct 9, 2022 Retrieval Sentence
Code Code Available 0EDeR: A Dataset for Exploring Dependency Relations Between Events Apr 4, 2023 Event Extraction Information Retrieval
Code Code Available 0MeshNet: Mesh Neural Network for 3D Shape Representation Nov 28, 2018 3D Shape Classification 3D Shape Representation
Code Code Available 0Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval Jan 25, 2023 Intent Detection Retrieval
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