| CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering | Jan 24, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Can AI Assistants Know What They Don't Know? | Jan 24, 2024 | MathOpen-Domain Question Answering | CodeCode Available | 2 |
| Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers | Jan 9, 2024 | InformativenessOpen-Domain Question Answering | —Unverified | 0 |
| Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization | Dec 30, 2023 | Answer GenerationContrastive Learning | CodeCode Available | 1 |
| Dynamic Retrieval-Augmented Generation | Dec 14, 2023 | abstractive question answeringCode Generation | —Unverified | 0 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 |
| Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks | Nov 3, 2023 | In-Context LearningOpen-Domain Question Answering | —Unverified | 0 |
| DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text | Oct 31, 2023 | Information RetrievalKnowledge Graphs | —Unverified | 0 |
| Knowledge Corpus Error in Question Answering | Oct 27, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Detrimental Contexts in Open-Domain Question Answering | Oct 27, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering | Oct 26, 2023 | Answer SelectionNegation | —Unverified | 0 |
| Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models | Oct 23, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Strong and Efficient Baselines for Open Domain Conversational Question Answering | Oct 23, 2023 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems | Oct 23, 2023 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Merging Generated and Retrieved Knowledge for Open-Domain QA | Oct 22, 2023 | DecoderOpen-Domain Question Answering | CodeCode Available | 1 |
| Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning | Oct 20, 2023 | In-Context LearningMulti-hop Question Answering | CodeCode Available | 1 |
| MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks | Oct 19, 2023 | HallucinationHallucination Evaluation | —Unverified | 0 |
| Dual-Encoders for Extreme Multi-Label Classification | Oct 16, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 0 |
| Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators | Oct 11, 2023 | Information RetrievalInformativeness | CodeCode Available | 1 |
| RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation | Oct 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Making Retrieval-Augmented Language Models Robust to Irrelevant Context | Oct 2, 2023 | Language ModellingNatural Language Inference | CodeCode Available | 1 |
| RA-DIT: Retrieval-Augmented Dual Instruction Tuning | Oct 2, 2023 | Few-Shot LearningOpen-Domain Question Answering | —Unverified | 0 |
| Retrieving Supporting Evidence for Generative Question Answering | Sep 20, 2023 | Generative Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca | Sep 16, 2023 | Instruction FollowingLarge Language Model | CodeCode Available | 0 |
| Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering | Sep 15, 2023 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning | Sep 4, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs | Aug 24, 2023 | Answer GenerationOpen-Domain Question Answering | —Unverified | 0 |
| Knowledge Graph Prompting for Multi-Document Question Answering | Aug 22, 2023 | graph constructionOpen-Domain Question Answering | CodeCode Available | 2 |
| RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models | Aug 15, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Building Interpretable and Reliable Open Information Retriever for New Domains Overnight | Aug 9, 2023 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering | Jul 21, 2023 | Fact CheckingMisinformation | CodeCode Available | 0 |
| Generator-Retriever-Generator Approach for Open-Domain Question Answering | Jul 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation | Jul 20, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Answering Ambiguous Questions via Iterative Prompting | Jul 8, 2023 | DiversityOpen-Domain Question Answering | CodeCode Available | 1 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction | Jul 7, 2023 | Bayesian OptimizationChatbot | CodeCode Available | 0 |
| Retrieving Supporting Evidence for LLMs Generated Answers | Jun 23, 2023 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Conformal Language Modeling | Jun 16, 2023 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| When to Read Documents or QA History: On Unified and Selective Open-domain QA | Jun 7, 2023 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection | Jun 3, 2023 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking | May 29, 2023 | Answer GenerationDialogue Generation | —Unverified | 0 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering | May 26, 2023 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering | May 26, 2023 | DecoderNatural Questions | CodeCode Available | 0 |
| The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering | May 25, 2023 | Conversational Question AnsweringOpen-Domain Question Answering | —Unverified | 0 |
| Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator | May 24, 2023 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions | May 23, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| On the Risk of Misinformation Pollution with Large Language Models | May 23, 2023 | MisinformationOpen-Domain Question Answering | CodeCode Available | 1 |
| IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions | May 23, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
