SOTAVerified

Natural Language Queries

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 337 papers

TitleStatusHype
RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question AnsweringCode1
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design—0
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models—0
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data VisualizationCode0
A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?Code5
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
SynopGround: A Large-Scale Dataset for Multi-Paragraph Video Grounding from TV Dramas and Synopses—0
Examining the Influence of Political Bias on Large Language Model Performance in Stance Classification—0
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models—0
A Survey on Employing Large Language Models for Text-to-SQL Tasks—0
SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy—0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
Temporally Grounding Instructional Diagrams in Unconstrained Videos—0
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on TablesCode1
EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationCode2
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling—0
ObjectNLQ @ Ego4D Episodic Memory Challenge 2024Code0
V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and SuggestionsCode0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Localizing Events in Videos with Multimodal Queries—0
RH-SQL: Refined Schema and Hardness Prompt for Text-to-SQL—0
Research Trends for the Interplay between Large Language Models and Knowledge Graphs—0
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting DomainCode1
SoccerRAG: Multimodal Soccer Information Retrieval via Natural QueriesCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
Harnessing Business and Media Insights with Large Language Models—0
Query2CAD: Generating CAD models using natural language queriesCode2
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter—0
G-VOILA: Gaze-Facilitated Information Querying in Daily ScenariosCode0
RoboHop: Segment-based Topological Map Representation for Open-World Visual Navigation—0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models—0
Using LLMs in Software Requirements Specifications: An Empirical Evaluation—0
EPI-SQL: Enhancing Text-to-SQL Translation with Error-Prevention Instructions—0
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question AnsweringCode1
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational DatabasesCode0
UniMD: Towards Unifying Moment Retrieval and Temporal Action DetectionCode2
NL2KQL: From Natural Language to Kusto Query—0
R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal GroundingCode0
R^2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal GroundingCode0
DataAgent: Evaluating Large Language Models' Ability to Answer Zero-Shot, Natural Language Queries—0
S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and DocumentCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
Can Language Models Act as Knowledge Bases at Scale?—0
From Text to CQL: Bridging Natural Language and Corpus Search Engine—0
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries—0
Structure Guided Large Language Model for SQL Generation—0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
Comparing Traditional and LLM-based Search for Image Geolocation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EgoVideoR@1 Mean(0.3 and 0.5)23.68—Unverified
2DeCafNet-100%R@1 Mean(0.3 and 0.5)18.86—Unverified
3DeCafNet-50%R@1 Mean(0.3 and 0.5)17.93—Unverified
4RGNetR@1 Mean(0.3 and 0.5)16.55—Unverified
5DeCafNet-50% (no NaQ)R@1 Mean(0.3 and 0.5)15.32—Unverified
6InternVideoR@1 Mean(0.3 and 0.5)13.26—Unverified
7EgoVLPv2R@1 IoU=0.312.95—Unverified
8UniMD+Sync.R@1 Mean(0.3 and 0.5)12.11—Unverified
9ReLER@ZJU-AlibabaR@1 Mean(0.3 and 0.5)10.52—Unverified
10EgoVLPR@1 Mean(0.3 and 0.5)8.35—Unverified