Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark Jun 5, 2023 Attribute Image-text matching
Code Code Available Learning to Relate to Previous Turns in Conversational Search Jun 5, 2023 Conversational Search Multi-Task Learning
Code Code Available I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval Jun 4, 2023 Knowledge Distillation Passage Retrieval
Code Code Available Towards In-context Scene Understanding Jun 2, 2023 Depth Estimation In-Context Learning
Code Code Available Revisiting the Role of Language Priors in Vision-Language Models Jun 2, 2023 Image-text matching Image-text Retrieval
Code Code Available GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration Jun 2, 2023 Information Retrieval Retrieval
Code Code Available End-to-end Knowledge Retrieval with Multi-modal Queries Jun 1, 2023 Benchmarking Cross-Modal Retrieval
Code Code Available TimelineQA: A Benchmark for Question Answering over Timelines Jun 1, 2023 Question Answering Retrieval
Code Code Available Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels May 31, 2023 Image Classification Retrieval
Code Code Available Chatting Makes Perfect: Chat-based Image Retrieval May 31, 2023 Chat-based Image Retrieval Image Description
Code Code Available UKP-SQuARE: An Interactive Tool for Teaching Question Answering May 31, 2023 Information Retrieval Question Answering
Code Code Available Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data May 31, 2023 Code Search Language Modeling
Code Code Available The Information Retrieval Experiment Platform May 30, 2023 CPU Information Retrieval
Code Code Available AdANNS: A Framework for Adaptive Semantic Search May 30, 2023 Natural Questions Quantization
Code Code Available ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback May 29, 2023 Decision Making Drug Discovery
Code Code Available Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models May 29, 2023 Image Captioning Image Classification
Code Code Available Test-Time Training on Nearest Neighbors for Large Language Models May 29, 2023 Language Modeling Language Modelling
Code Code Available FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions May 28, 2023 Attribute Image Captioning
Code Code Available Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks May 28, 2023 Retrieval
Code Code Available FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing May 27, 2023 Graph Similarity Human Judgment Correlation
Code Code Available Towards Better Entity Linking with Multi-View Enhanced Distillation May 27, 2023 Entity Linking Knowledge Distillation
Code Code Available Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In May 27, 2023 MMLU Retrieval
Code Code Available Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering May 26, 2023 Open-Domain Question Answering Passage Retrieval
Code Code Available Multiview Identifiers Enhanced Generative Retrieval May 26, 2023 Retrieval
Code Code Available DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions May 26, 2023 Information Retrieval Retrieval
Code Code Available Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language May 25, 2023 Metric Learning Pose Estimation
Code Code Available ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs May 25, 2023 Diagnostic In-Context Learning
Code Code Available Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder May 25, 2023 Composed Image Retrieval (CoIR) Image Retrieval
Code Code Available Language Models Implement Simple Word2Vec-style Vector Arithmetic May 25, 2023 In-Context Learning Language Modeling
Code Code Available ConvGQR: Generative Query Reformulation for Conversational Search May 25, 2023 Conversational Search Retrieval
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available Privacy Implications of Retrieval-Based Language Models May 24, 2023 Retrieval
Code Code Available Training on Thin Air: Improve Image Classification with Generated Data May 24, 2023 Data Augmentation Few-Shot Learning
Code Code Available A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis May 24, 2023 Arithmetic Reasoning Mathematical Reasoning
Code Code Available DAPR: A Benchmark on Document-Aware Passage Retrieval May 23, 2023 Articles Passage Retrieval
Code Code Available SciMON: Scientific Inspiration Machines Optimized for Novelty May 23, 2023 Contextualized Literature-based Discovery Link Prediction
Code Code Available Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models May 23, 2023 counterfactual Retrieval
Code Code Available EDIS: Entity-Driven Image Search over Multimodal Web Content May 23, 2023 Image Retrieval Retrieval
Code Code Available RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning May 23, 2023 In-Context Learning Language Modelling
Code Code Available Generative Retrieval via Term Set Generation May 23, 2023 Information Retrieval Natural Questions
Code Code Available Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts May 22, 2023 Retrieval
Code Code Available Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study May 22, 2023 Retrieval
Code Code Available Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment May 20, 2023 Retrieval Video Retrieval
Code Code Available How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings May 19, 2023 In-Context Learning Retrieval
Code Code Available Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering May 19, 2023 Language Modeling Language Modelling
Code Code Available Complex Claim Verification with Evidence Retrieved in the Wild May 19, 2023 Claim Verification Fact Checking
Code Code Available Decouple knowledge from parameters for plug-and-play language modeling May 19, 2023 Domain Adaptation Language Modeling
Code Code Available Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense Captioner May 19, 2023 Dense Captioning Image Captioning
Code Code Available ReFIT: Relevance Feedback from a Reranker during Inference May 19, 2023 Information Retrieval Retrieval
Code Code Available 