| The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) | Aug 3, 2020 | Natural Language QueriesRetrieval | CodeCode Available | 1 | 5 |
| TempoQR: Temporal Question Reasoning over Knowledge Graphs | Dec 10, 2021 | Entity EmbeddingsGraph Question Answering | CodeCode Available | 1 | 5 |
| QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries | Jul 20, 2021 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 | 5 |
| Knowledge Graph-based Question Answering with Electronic Health Records | Oct 19, 2020 | Natural Language QueriesQuestion Answering | CodeCode Available | 1 | 5 |
| Audio Retrieval with Natural Language Queries | May 5, 2021 | AudioCapsAudio to Text Retrieval | CodeCode Available | 1 | 5 |
| R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL | Nov 3, 2023 | Knowledge GraphsNatural Language Queries | CodeCode Available | 1 | 5 |
| Audio Retrieval with Natural Language Queries: A Benchmark Study | Dec 17, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 | 5 |
| RefAV: Towards Planning-Centric Scenario Mining | May 27, 2025 | Autonomous VehiclesMotion Planning | CodeCode Available | 1 | 5 |
| Retrieving Complex Tables with Multi-Granular Graph Representation Learning | May 4, 2021 | Graph Representation LearningNatural Language Queries | CodeCode Available | 1 | 5 |
| Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search | Jan 9, 2024 | Code GenerationCode Search | CodeCode Available | 1 | 5 |
| RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question Answering | Aug 22, 2024 | Natural Language QueriesQuestion Answering | CodeCode Available | 1 | 5 |
| Robot Object Retrieval with Contextual Natural Language Queries | Jun 23, 2020 | Natural Language QueriesObject | CodeCode Available | 1 | 5 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 | 5 |
| TALL: Temporal Activity Localization via Language Query | May 5, 2017 | Natural Language Queriesregression | CodeCode Available | 1 | 5 |
| Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries | Nov 1, 2021 | Cross-Modal RetrievalNatural Language Queries | CodeCode Available | 1 | 5 |
| SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher | Oct 17, 2022 | Natural Language QueriesSemantic Parsing | CodeCode Available | 1 | 5 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 | 5 |
| Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos | Jan 25, 2022 | Natural Language QueriesSentence | CodeCode Available | 1 | 5 |
| CoSQA: 20,000+ Web Queries for Code Search and Question Answering | May 27, 2021 | Code SearchContrastive Learning | CodeCode Available | 1 | 5 |
| Backdooring Neural Code Search | May 27, 2023 | Autonomous DrivingCode Search | CodeCode Available | 1 | 5 |
| SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation | Jun 9, 2025 | Natural Language QueriesText to SQL | CodeCode Available | 1 | 5 |
| Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving | Oct 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| GroundNLQ @ Ego4D Natural Language Queries Challenge 2023 | Jun 27, 2023 | Natural Language Queries | CodeCode Available | 1 | 5 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 | 5 |
| Enhancing Network Management Using Code Generated by Large Language Models | Aug 11, 2023 | ManagementNatural Language Queries | CodeCode Available | 1 | 5 |
| How Much Knowledge Can You Pack Into the Parameters of a Language Model? | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jul 1, 2020 | Answer SelectionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Entity-aware Transformers for Entity Search | May 2, 2022 | Entity EmbeddingsEntity Retrieval | CodeCode Available | 1 | 5 |
| Conditionally Combining Robot Skills using Large Language Models | Oct 25, 2023 | Deep Reinforcement LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Rudder: A Cross Lingual Video and Text Retrieval Dataset | Mar 9, 2021 | Natural Language QueriesRetrieval | CodeCode Available | 0 | 5 |
| Relevance-based Margin for Contrastively-trained Video Retrieval Models | Apr 27, 2022 | Multi-Instance RetrievalNatural Language Queries | CodeCode Available | 0 | 5 |
| QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations | May 19, 2023 | Natural Language QueriesNegation | CodeCode Available | 0 | 5 |
| A Transfer-Learnable Natural Language Interface for Databases | Sep 7, 2018 | ManagementNatural Language Queries | CodeCode Available | 0 | 5 |
| R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding | Apr 2, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 0 | 5 |
| Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL | Dec 16, 2021 | Natural Language QueriesSemantic Parsing | CodeCode Available | 0 | 5 |
| ObjectNLQ @ Ego4D Episodic Memory Challenge 2024 | Jun 22, 2024 | Natural Language Queries | CodeCode Available | 0 | 5 |
| Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search | Sep 28, 2023 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 0 | 5 |
| P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts | Oct 14, 2021 | Mixture-of-ExpertsNatural Language Queries | CodeCode Available | 0 | 5 |
| R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding | Mar 31, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 0 | 5 |
| Dynamic Multimodal Instance Segmentation guided by natural language queries | Jul 6, 2018 | Instance SegmentationNatural Language Queries | CodeCode Available | 0 | 5 |
| A Split-and-Recombine Approach for Follow-up Query Analysis | Sep 19, 2019 | Natural Language QueriesSemantic Parsing | CodeCode Available | 0 | 5 |
| Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries | Nov 10, 2019 | Image RetrievalNatural Language Queries | CodeCode Available | 0 | 5 |
| Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases | Apr 12, 2024 | ManagementNatural Language Queries | CodeCode Available | 0 | 5 |
| Localizing Moments in Video with Temporal Language | Sep 5, 2018 | Natural Language QueriesRetrieval | CodeCode Available | 0 | 5 |
| Localizing Moments in Video with Natural Language | Aug 4, 2017 | Natural Language Queries | CodeCode Available | 0 | 5 |
| Learn to Understand Negation in Video Retrieval | Apr 30, 2022 | Natural Language QueriesNegation | CodeCode Available | 0 | 5 |
| ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness | Jun 1, 2025 | BenchmarkingManagement | CodeCode Available | 0 | 5 |
| Knowledge Base Question Answering for Space Debris Queries | May 31, 2023 | Knowledge Base Question AnsweringNatural Language Queries | CodeCode Available | 0 | 5 |
| A Simple Transformer-Based Model for Ego4D Natural Language Queries Challenge | Nov 16, 2022 | Action LocalizationNatural Language Queries | CodeCode Available | 0 | 5 |
| Learning a Natural Language Interface with Neural Programmer | Nov 28, 2016 | Natural Language QueriesProgram induction | CodeCode Available | 0 | 5 |
