| A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going? | Aug 9, 2024 | Natural Language QueriesText to SQL | CodeCode Available | 5 |
| OpenAGI: When LLM Meets Domain Experts | Apr 10, 2023 | BenchmarkingNatural Language Queries | CodeCode Available | 4 |
| Separate Anything You Describe | Aug 9, 2023 | Audio Source SeparationNatural Language Queries | CodeCode Available | 3 |
| UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection | Apr 7, 2024 | Action DetectionMoment Queries | CodeCode Available | 2 |
| Query2CAD: Generating CAD models using natural language queries | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| DualMap: Online Open-Vocabulary Semantic Mapping for Natural Language Navigation in Dynamic Changing Scenes | Jun 2, 2025 | Natural Language QueriesNavigate | CodeCode Available | 2 |
| SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL | Feb 17, 2025 | Few-Shot LearningHeuristic Search | CodeCode Available | 2 |
| LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent | Sep 21, 2023 | 3D visual groundingLanguage Modeling | CodeCode Available | 2 |
| FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning | Apr 1, 2025 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 2 |
| Datrics Text2SQL. A Framework for Natural Language to SQL Query Generation | Mar 15, 2025 | Natural Language QueriesRAG | CodeCode Available | 2 |
| Query-Dependent Video Representation for Moment Retrieval and Highlight Detection | Mar 24, 2023 | Highlight DetectionMoment Retrieval | CodeCode Available | 2 |
| Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs | Aug 6, 2024 | Knowledge GraphsNatural Language Queries | CodeCode Available | 2 |
| TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection | Jan 4, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 2 |
| Egocentric Video-Language Pretraining | Jun 3, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 2 |
| Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields | Dec 6, 2023 | 3DGS3D scene Editing | CodeCode Available | 2 |
| TableQuery: Querying tabular data with natural language | Jan 27, 2022 | Deep LearningNatural Language Queries | CodeCode Available | 2 |
| UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection | Mar 23, 2022 | DecoderHighlight Detection | CodeCode Available | 2 |
| EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation | Jun 26, 2024 | Action AnticipationAction Recognition | CodeCode Available | 2 |
| E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL | Sep 25, 2024 | Natural Language QueriesText to SQL | CodeCode Available | 2 |
| Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding | Mar 16, 2022 | Language ModellingNatural Language Queries | CodeCode Available | 1 |
| PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models | Mar 13, 2024 | Image RetrievalNatural Language Queries | CodeCode Available | 1 |
| QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries | Jul 20, 2021 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory | Jan 2, 2023 | Data AugmentationNatural Language Queries | CodeCode Available | 1 |
| Multi-modal Transformer for Video Retrieval | Jul 21, 2020 | Natural Language QueriesRetrieval | CodeCode Available | 1 |
| Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering | Apr 18, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | 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 |
| Audio Retrieval with Natural Language Queries | May 5, 2021 | AudioCapsAudio to Text Retrieval | CodeCode Available | 1 |
| Audio Retrieval with Natural Language Queries: A Benchmark Study | Dec 17, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 |
| MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval | Aug 20, 2024 | MambaNatural Language Queries | CodeCode Available | 1 |
| OSGNet @ Ego4D Episodic Memory Challenge 2025 | Jun 4, 2025 | Moment QueriesNatural Language Queries | CodeCode Available | 1 |
| R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL | Nov 3, 2023 | Knowledge GraphsNatural Language Queries | CodeCode Available | 1 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 |
| H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables | Jun 29, 2024 | Fact VerificationMathematical Reasoning | CodeCode Available | 1 |
| InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges | Nov 17, 2022 | Future Hand PredictionMoment Queries | CodeCode Available | 1 |
| 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 |
| BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain | Jun 12, 2024 | Natural Language QueriesText to SQL | CodeCode Available | 1 |
| ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning | Apr 16, 2021 | Machine Reading ComprehensionNatural Language Queries | CodeCode Available | 1 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 |
| Joint Moment Retrieval and Highlight Detection Via Natural Language Queries | May 8, 2023 | DecoderHighlight Detection | CodeCode Available | 1 |
| Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search | Sep 12, 2021 | Image RetrievalNatural Language Queries | CodeCode Available | 1 |
| EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone | Jul 11, 2023 | Action RecognitionMoment Queries | CodeCode Available | 1 |
| Enhancing Network Management Using Code Generated by Large Language Models | Aug 11, 2023 | ManagementNatural Language Queries | CodeCode Available | 1 |
| GroundNLQ @ Ego4D Natural Language Queries Challenge 2023 | Jun 27, 2023 | Natural Language Queries | CodeCode Available | 1 |
| How Much Knowledge Can You Pack Into the Parameters of a Language Model? | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning | Oct 14, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jul 1, 2020 | Answer SelectionKnowledge Graphs | CodeCode Available | 1 |
| Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding | Apr 4, 2022 | cross-modal alignmentNatural Language Queries | CodeCode Available | 1 |
| Detecting Moments and Highlights in Videos via Natural Language Queries | Dec 1, 2021 | DecoderMoment Retrieval | CodeCode Available | 1 |
| Entity-aware Transformers for Entity Search | May 2, 2022 | Entity EmbeddingsEntity Retrieval | CodeCode Available | 1 |
| CoSQA: 20,000+ Web Queries for Code Search and Question Answering | May 27, 2021 | Code SearchContrastive Learning | CodeCode Available | 1 |
