| Simplified Data Wrangling with ir_datasets | Mar 3, 2021 | Information RetrievalRetrieval | CodeCode Available | 1 |
| NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting | Feb 15, 2021 | Information RetrievalLearning-To-Rank | CodeCode Available | 1 |
| Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits | Feb 12, 2021 | CPUDocument Ranking | CodeCode Available | 1 |
| OpenMatch: An Open Source Library for Neu-IR Research | Jan 30, 2021 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search | Jan 29, 2021 | Information RetrievalRecommendation Systems | CodeCode Available | 1 |
| Dive into Decision Trees and Forests: A Theoretical Demonstration | Jan 20, 2021 | Information RetrievalRecommendation Systems | CodeCode Available | 1 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 |
| Transformer-based approach towards music emotion recognition from lyrics | Jan 6, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words | Jan 1, 2021 | CPUCross-Modal Information Retrieval | CodeCode Available | 1 |
| PatentMatch: A Dataset for Matching Patent Claims & Prior Art | Dec 27, 2020 | Information RetrievalRetrieval | CodeCode Available | 1 |
| Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility Study | Dec 21, 2020 | Information RetrievalLanguage Modelling | CodeCode Available | 1 |
| Distilling Knowledge from Reader to Retriever for Question Answering | Dec 8, 2020 | Information RetrievalKnowledge Distillation | CodeCode Available | 1 |
| StacMR: Scene-Text Aware Cross-Modal Retrieval | Dec 8, 2020 | Cross-Modal RetrievalInformation Retrieval | CodeCode Available | 1 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation Retrieval | CodeCode Available | 1 |
| DebateSum: A large-scale argument mining and summarization dataset | Nov 14, 2020 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 |
| CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search | Nov 3, 2020 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method | Oct 22, 2020 | BlockingCausal Inference | CodeCode Available | 1 |
| Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently | Oct 20, 2020 | Information RetrievalPassage Retrieval | CodeCode Available | 1 |
| CoRT: Complementary Rankings from Transformers | Oct 20, 2020 | Information RetrievalPassage Retrieval | CodeCode Available | 1 |
| Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering | Oct 16, 2020 | Information RetrievalManagement | CodeCode Available | 1 |
| PlenoptiCam v1.0: A light-field imaging framework | Oct 14, 2020 | Camera CalibrationInformation Retrieval | CodeCode Available | 1 |
| Retrieve and Refine: Exemplar-based Neural Comment Generation | Oct 9, 2020 | Code Comment GenerationComment Generation | CodeCode Available | 1 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 |
| Cross-Thought for Sentence Encoder Pre-training | Oct 7, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces | Oct 6, 2020 | DiversityInformation Retrieval | CodeCode Available | 1 |
| Conversational Document Prediction to Assist Customer Care Agents | Oct 5, 2020 | Information RetrievalPrediction | CodeCode Available | 1 |
| Persian Keyphrase Generation Using Sequence-to-Sequence Models | Sep 25, 2020 | ArticlesInformation Retrieval | CodeCode Available | 1 |
| Longformer for MS MARCO Document Re-ranking Task | Sep 20, 2020 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation | Sep 16, 2020 | Information RetrievalMusic Recommendation | CodeCode Available | 1 |
| Rank over Class: The Untapped Potential of Ranking in Natural Language Processing | Sep 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Towards Musically Meaningful Explanations Using Source Separation | Sep 4, 2020 | Explainable ModelsImage Segmentation | CodeCode Available | 1 |
| Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent | Aug 27, 2020 | Annotated Code SearchCode Search | CodeCode Available | 1 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation | Aug 6, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| audioLIME: Listenable Explanations Using Source Separation | Aug 2, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 |
| Ultra-light deep MIR by trimming lottery tickets | Jul 31, 2020 | Audio ClassificationCPU | CodeCode Available | 1 |
| Declarative Experimentation in Information Retrieval using PyTerrier | Jul 28, 2020 | GPUInformation Retrieval | CodeCode Available | 1 |
| Receptive-Field Regularized CNNs for Music Classification and Tagging | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Comparison of Supervised Learning to Match Methods for Product Search | Jul 20, 2020 | ARCAttribute | CodeCode Available | 1 |
| Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform | Jul 15, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| GLOW : Global Weighted Self-Attention Network for Web Search | Jul 10, 2020 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| Answering Questions on COVID-19 in Real-Time | Jun 29, 2020 | Information RetrievalQuestion Answering | CodeCode Available | 1 |
| Pre-training via Paraphrasing | Jun 26, 2020 | Document SummarizationDocument Translation | CodeCode Available | 1 |
| Neural Topic Modeling with Continual Lifelong Learning | Jun 19, 2020 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media | Jun 10, 2020 | ClusteringEvent Detection | CodeCode Available | 1 |
| Few-Shot Generative Conversational Query Rewriting | Jun 9, 2020 | Information RetrievalRetrieval | CodeCode Available | 1 |
| Automatic Generation of Topic Labels | May 29, 2020 | DescriptiveInformation Retrieval | CodeCode Available | 1 |
| Open-Retrieval Conversational Question Answering | May 22, 2020 | Conversational Question AnsweringConversational Search | CodeCode Available | 1 |
| MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models | May 5, 2020 | Information RetrievalQuestion Answering | CodeCode Available | 1 |
| CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management | May 4, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
