An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation Dec 24, 2021 Combinatorial Optimization Deep Reinforcement Learning
Code Code Available TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Dec 23, 2021 Benchmarking Clustering
Code Code Available Cross Modal Retrieval with Querybank Normalisation Dec 23, 2021 Cross-Modal Retrieval Metric Learning
Code Code Available Learning and Crafting for the Wide Multiple Baseline Stereo Dec 22, 2021 Retrieval
— Unverified Extending CLIP for Category-to-image Retrieval in E-commerce Dec 21, 2021 Attribute Image Retrieval
Code Code Available On Cross-Lingual Retrieval with Multilingual Text Encoders Dec 21, 2021 Cross-Lingual Transfer Re-Ranking
Code Code Available Multimodal Entity Tagging with Multimodal Knowledge Base Dec 21, 2021 Information Retrieval Retrieval
Code Code Available Learning with Label Noise for Image Retrieval by Selecting Interactions Dec 20, 2021 image-classification Image Classification
— Unverified Improved Topic modeling in Twitter through Community Pooling Dec 20, 2021 Retrieval
— Unverified MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks Dec 19, 2021 3D Reconstruction Action Analysis
— Unverified Task-Oriented Multi-User Semantic Communications Dec 19, 2021 Image Retrieval Machine Translation
— Unverified The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus Dec 18, 2021 Common Sense Reasoning Retrieval
Code Code Available Nearest neighbor search with compact codes: A decoder perspective Dec 17, 2021 Decoder Quantization
— Unverified Understanding Attention for Vision-and-Language Tasks Dec 17, 2021 Image Generation Image Retrieval
— Unverified Cross-modal Contrastive Learning for Speech Translation Dec 17, 2021 Contrastive Learning Retrieval
— Unverified Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval Dec 17, 2021 Image-text Retrieval Retrieval
— Unverified Towards Faithful Personalized Response Selection in Retrieval Based Dialog Systems Dec 17, 2021 Retrieval
— Unverified Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Dec 17, 2021 Explanation Generation Retrieval
— Unverified Product Information Browsing Support System Using Analytic Hierarchy Process Dec 17, 2021 Decision Making Information Retrieval
— Unverified Audio Retrieval with Natural Language Queries: A Benchmark Study Dec 17, 2021 AudioCaps Audio captioning
Code Code Available Rank4Class: A Ranking Formulation for Multiclass Classification Dec 17, 2021 Classification image-classification
— Unverified Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking Dec 17, 2021 Passage Retrieval Representation Learning
— Unverified Align and Prompt: Video-and-Language Pre-training with Entity Prompts Dec 17, 2021 cross-modal alignment Entity Alignment
Code Code Available Challenge Dataset of Cognates and False Friend Pairs from Indian Languages Dec 17, 2021 Information Retrieval Machine Translation
Code Code Available KAT: A Knowledge Augmented Transformer for Vision-and-Language Dec 16, 2021 Answer Generation Decoder
Code Code Available CLICKER: A Computational LInguistics Classification Scheme for Educational Resources Dec 16, 2021 Articles Classification
Code Code Available Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Dec 16, 2021 Attribute Fact Verification
Code Code Available Self-supervised Enhancement of Latent Discovery in GANs Dec 16, 2021 Attribute Disentanglement
— Unverified Deep Hash Distillation for Image Retrieval Dec 16, 2021 Data Augmentation Deep Hashing
Code Code Available Unsupervised Dense Information Retrieval with Contrastive Learning Dec 16, 2021 Contrastive Learning Cross-Lingual Transfer
Code Code Available MAVE: A Product Dataset for Multi-source Attribute Value Extraction Dec 16, 2021 Attribute Attribute Extraction
Code Code Available CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages Dec 16, 2021 Cross-Lingual Information Retrieval Cross-Lingual Word Embeddings
Code Code Available Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer Dec 16, 2021 Audio Classification Audio Tagging
Code Code Available CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Dec 16, 2021 Conversational Question Answering Passage Retrieval
— Unverified CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking Dec 16, 2021 Contrastive Learning Document Embedding
Code Code Available Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties Dec 15, 2021 Information Retrieval Retrieval
— Unverified Large Dual Encoders Are Generalizable Retrievers Dec 15, 2021 Domain Generalization Passage Retrieval
Code Code Available Text Mining Through Label Induction Grouping Algorithm Based Method Dec 15, 2021 Information Retrieval Retrieval
— Unverified Design Challenges for a Multi-Perspective Search Engine Dec 15, 2021 Natural Language Understanding Retrieval
Code Code Available Learning Cross-Lingual IR from an English Retriever Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Dec 15, 2021 Retrieval Sentence
Code Code Available Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Dec 15, 2021 Image Retrieval Metric Learning
Code Code Available Value Retrieval with Arbitrary Queries for Form-like Documents Dec 15, 2021 document understanding Form
Code Code Available Cognition-aware Cognate Detection Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Dec 15, 2021 Retrieval Triplet
Code Code Available Boosted Dense Retriever Dec 14, 2021 Quantization Retrieval
— Unverified Learning to Retrieve Passages without Supervision Dec 14, 2021 Contrastive Learning Open-Domain Question Answering
Code Code Available DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold Dec 14, 2021 Retrieval
Code Code Available Conversational Search with Mixed-Initiative -- Asking Good Clarification Questions backed-up by Passage Retrieval Dec 14, 2021 Conversational Search Passage Retrieval
— Unverified 