Information Retrieval

Unifying Multimodal Retrieval via Document Screenshot Embedding EMNLP 2024 UniIR: Training and Benchmarking Universal Multimodal Information Retrievers ECCV 2024 USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval ICML 2024 Validating and Exploring Large Geographic Corpora COLING 2024 VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression AAAI 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 What Can I Do with this Data Point? Towards Modeling Legal and Ethical Aspects of Linguistic Data Collection and (Re-)use COLING 2024 When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024 Which Domains, Tasks and Languages are in the Focus of NLP Research on the Languages of Europe? COLING 2024 Who Is Bragging More Online? A Large Scale Analysis of Bragging in Social Media COLING 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024 A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video EMNLP 2023 AdANNS: A Framework for Adaptive Semantic Search NeurIPS 2023 An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint NeurIPS 2023 Angel: Enterprise Search System for the Non-Profit Industry EMNLP 2023 A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment NeurIPS 2023 ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition NeurIPS 2023 A Statistical Perspective on Retrieval-Based Models ICML 2023 Auslan-Daily: Australian Sign Language Translation for Daily Communication and News NeurIPS 2023 Auto Search Indexer for End-to-End Document Retrieval EMNLP 2023 Benchmarking Offensive and Abusive Language in Dutch Tweets ACL 2023 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023 CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023 CauSE: Causal Search Engine for Understanding Contact-Center Conversations Interspeech 2023 CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer NeurIPS 2023