| Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders | Mar 31, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem | Mar 10, 2023 | Natural QuestionsWord Embeddings | CodeCode Available | 0 |
| Zero-shot Clarifying Question Generation for Conversational Search | Jan 30, 2023 | Conversational SearchNatural Questions | —Unverified | 0 |
| Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness | Jan 21, 2023 | DiagnosticNatural Questions | CodeCode Available | 1 |
| DSI++: Updating Transformer Memory with New Documents | Dec 19, 2022 | Continual LearningNatural Questions | —Unverified | 0 |
| Momentum Contrastive Pre-training for Question Answering | Dec 12, 2022 | BenchmarkingContrastive Learning | —Unverified | 0 |
| On the Effectiveness of Parameter-Efficient Fine-Tuning | Nov 28, 2022 | Natural Questionsparameter-efficient fine-tuning | CodeCode Available | 1 |
| DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering | Nov 10, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Closed-book Question Generation via Contrastive Learning | Oct 13, 2022 | Contrastive LearningNatural Questions | CodeCode Available | 0 |
| Improving Question Answering with Generation of NQ-like Questions | Oct 12, 2022 | Natural QuestionsQuestion Answering | —Unverified | 0 |
| Recitation-Augmented Language Models | Oct 4, 2022 | Natural QuestionsQuestion Answering | CodeCode Available | 1 |
| LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases | Oct 1, 2022 | Natural QuestionsQuestion Generation | —Unverified | 0 |
| PROD: Progressive Distillation for Dense Retrieval | Sep 27, 2022 | Knowledge DistillationNatural Questions | CodeCode Available | 0 |
| Promptagator: Few-shot Dense Retrieval From 8 Examples | Sep 23, 2022 | Information RetrievalNatural Questions | —Unverified | 0 |
| DPTDR: Deep Prompt Tuning for Dense Passage Retrieval | Aug 24, 2022 | Language ModellingNatural Questions | CodeCode Available | 0 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 |
| Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation | Jul 30, 2022 | Contrastive LearningNatural Questions | —Unverified | 0 |
| MultiSpanQA: A Dataset for Multi-Span Question Answering | Jul 1, 2022 | Natural QuestionsQuestion Answering | CodeCode Available | 1 |
| Natural Questions in Icelandic | Jun 1, 2022 | Extractive Question-AnsweringNatural Questions | —Unverified | 0 |
| Unfooling Perturbation-Based Post Hoc Explainers | May 29, 2022 | Adversarial AttackAnomaly Detection | CodeCode Available | 0 |
| QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs | May 25, 2022 | Answer GenerationNatural Questions | CodeCode Available | 2 |
| Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering | May 25, 2022 | Graph Question AnsweringNatural Questions | CodeCode Available | 1 |
| Table Retrieval May Not Necessitate Table-specific Model Design | May 19, 2022 | Hard AttentionNatural Questions | CodeCode Available | 1 |
| A Copy-Augmented Generative Model for Open-Domain Question Answering | May 1, 2022 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval | Apr 18, 2022 | Natural QuestionsPassage Retrieval | —Unverified | 0 |
