| Reversing The Twenty Questions Game | Jan 19, 2023 | Natural Language QueriesQuestion Answering | —Unverified | 0 |
| Text to Point Cloud Localization with Relation-Enhanced Transformer | Jan 13, 2023 | Natural Language QueriesRelation | —Unverified | 0 |
| NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory | Jan 2, 2023 | Data AugmentationNatural Language Queries | CodeCode Available | 1 |
| InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges | Nov 17, 2022 | Future Hand PredictionMoment Queries | CodeCode Available | 1 |
| An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022 | Nov 16, 2022 | Contrastive LearningNatural Language Queries | —Unverified | 0 |
| A Simple Transformer-Based Model for Ego4D Natural Language Queries Challenge | Nov 16, 2022 | Action LocalizationNatural Language Queries | CodeCode Available | 0 |
| YORO -- Lightweight End to End Visual Grounding | Nov 15, 2022 | Natural Language QueriesVisual Grounding | CodeCode Available | 1 |
| Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers | Oct 29, 2022 | Data AugmentationNatural Language Queries | —Unverified | 0 |
| ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs | Oct 24, 2022 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| Weakly-Supervised Temporal Article Grounding | Oct 22, 2022 | AllArticles | CodeCode Available | 1 |
| SpCQL: A Semantic Parsing Dataset for Converting Natural Language into Cypher | Oct 17, 2022 | Natural Language QueriesSemantic Parsing | CodeCode Available | 1 |
| Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations | Oct 14, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph | Oct 7, 2022 | Natural Language Queries | —Unverified | 0 |
| CodeDSI: Differentiable Code Search | Oct 1, 2022 | Code GenerationCode Search | —Unverified | 0 |
| Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding | Sep 26, 2022 | BenchmarkingNatural Language Queries | CodeCode Available | 0 |
| NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries | Sep 19, 2022 | Natural Language Queries | —Unverified | 0 |
| Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations | Aug 24, 2022 | Data AugmentationNatural Language Queries | —Unverified | 0 |
| Q2R: A Query-to-Resolution System for Natural-Language Queries | Jul 1, 2022 | Natural Language QueriesRetrieval | —Unverified | 0 |
| Constraint-based Multi-hop Question Answering with Knowledge Graph | Jul 1, 2022 | Link PredictionMulti-hop Question Answering | —Unverified | 0 |
| ReLER@ZJU-Alibaba Submission to the Ego4D Natural Language Queries Challenge 2022 | Jul 1, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain | Jun 23, 2022 | ChatbotInformativeness | —Unverified | 0 |
| Egocentric Video-Language Pretraining | Jun 3, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 2 |
| Makadi: A Large-Scale Human-Labeled Dataset for Hindi Semantic Parsing | Jun 1, 2022 | DiversityNatural Language Queries | —Unverified | 0 |
| Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain | May 31, 2022 | Natural Language QueriesPassage Retrieval | —Unverified | 0 |
| Entity-aware Transformers for Entity Search | May 2, 2022 | Entity EmbeddingsEntity Retrieval | CodeCode Available | 1 |
| Learn to Understand Negation in Video Retrieval | Apr 30, 2022 | Natural Language QueriesNegation | CodeCode Available | 0 |
| Relevance-based Margin for Contrastively-trained Video Retrieval Models | Apr 27, 2022 | Multi-Instance RetrievalNatural Language Queries | CodeCode Available | 0 |
| On the Effectiveness of Pretrained Models for API Learning | Apr 5, 2022 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding | Apr 4, 2022 | cross-modal alignmentNatural Language Queries | CodeCode Available | 1 |
| FindIt: Generalized Localization with Natural Language Queries | Mar 31, 2022 | Natural Language QueriesObject | —Unverified | 0 |
| UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection | Mar 23, 2022 | DecoderHighlight Detection | CodeCode Available | 2 |
| Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding | Mar 16, 2022 | Language ModellingNatural Language Queries | CodeCode Available | 1 |
| Towards Semantic Search for Community Question Answering for Mortgage Officers | Mar 14, 2022 | Community Question AnsweringDomain Adaptation | —Unverified | 0 |
| Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records | Mar 14, 2022 | Natural Language QueriesQuestion Answering | CodeCode Available | 0 |
| TableQuery: Querying tabular data with natural language | Jan 27, 2022 | Deep LearningNatural Language Queries | CodeCode Available | 2 |
| 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 |
| Interactive Data Analysis with Next-step Natural Language Query Recommendation | Jan 13, 2022 | Natural Language Queries | CodeCode Available | 0 |
| Prolog-based agnostic explanation module for structured pattern classification | Dec 23, 2021 | ChatbotClassification | —Unverified | 0 |
| Audio Retrieval with Natural Language Queries: A Benchmark Study | Dec 17, 2021 | AudioCapsAudio captioning | CodeCode Available | 1 |
| Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL | Dec 16, 2021 | Natural Language QueriesSemantic Parsing | CodeCode Available | 0 |
| TempoQR: Temporal Question Reasoning over Knowledge Graphs | Dec 10, 2021 | Entity EmbeddingsGraph Question Answering | CodeCode Available | 1 |
| Detecting Moments and Highlights in Videos via Natural Language Queries | Dec 1, 2021 | DecoderMoment Retrieval | CodeCode Available | 1 |
| Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding | Nov 16, 2021 | Event ExtractionMulti-class Classification | —Unverified | 0 |
| GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search | Nov 4, 2021 | Code SearchCode Summarization | CodeCode Available | 1 |
| ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations | Nov 1, 2021 | Machine Reading ComprehensionNatural Language Queries | —Unverified | 0 |
| Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries | Nov 1, 2021 | Cross-Modal RetrievalNatural Language Queries | CodeCode Available | 1 |
| P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts | Oct 14, 2021 | Mixture-of-ExpertsNatural Language Queries | CodeCode Available | 0 |
| Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding | Oct 14, 2021 | Event ExtractionMulti-class Classification | —Unverified | 0 |
| Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search | Sep 12, 2021 | Image RetrievalNatural Language Queries | CodeCode Available | 1 |
| Knowledge Graph Question Answering via SPARQL Silhouette Generation | Sep 6, 2021 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |
