| Semi-Parametric Retrieval via Binary Bag-of-Tokens Index | May 3, 2024 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models | Apr 30, 2024 | Entity LinkingFact Verification | CodeCode Available | 0 |
| When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively | Apr 30, 2024 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval | Apr 15, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| KazQAD: Kazakh Open-Domain Question Answering Dataset | Apr 6, 2024 | Information RetrievalMachine Translation | CodeCode Available | 0 |
| Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization | Apr 2, 2024 | MemorizationOpen-Domain Question Answering | —Unverified | 0 |
| Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts | Apr 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Denoising Table-Text Retrieval for Open-Domain Question Answering | Mar 26, 2024 | DenoisingOpen-Domain Question Answering | CodeCode Available | 0 |
| Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering | Mar 22, 2024 | Open-Domain Question AnsweringOut-of-Distribution Generalization | CodeCode Available | 0 |
| FIT-RAG: Black-Box RAG with Factual Information and Token Reduction | Mar 21, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering | Mar 21, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-Experts | Mar 20, 2024 | Information RetrievalMixture-of-Experts | CodeCode Available | 0 |
| Automatic Question-Answer Generation for Long-Tail Knowledge | Mar 3, 2024 | Answer GenerationKnowledge Graphs | —Unverified | 0 |
| Answerability in Retrieval-Augmented Open-Domain Question Answering | Mar 3, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models | Feb 27, 2024 | Dark Humor DetectionDialogue Generation | —Unverified | 0 |
| Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision | Feb 26, 2024 | Answer GenerationCross-Lingual Question Answering | CodeCode Available | 0 |
| Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions | Feb 21, 2024 | Binary ClassificationOpen-Domain Question Answering | —Unverified | 0 |
| MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL | Feb 16, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering | Feb 16, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| A Dataset of Open-Domain Question Answering with Multiple-Span Answers | Feb 15, 2024 | DescriptiveOpen-Domain Question Answering | —Unverified | 0 |
| VerAs: Verify then Assess STEM Lab Reports | Feb 7, 2024 | Automated Essay ScoringOpen-Domain Question Answering | CodeCode Available | 0 |
| A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains | Feb 1, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering | Jan 24, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers | Jan 9, 2024 | InformativenessOpen-Domain Question Answering | —Unverified | 0 |
| Dynamic Retrieval-Augmented Generation | Dec 14, 2023 | abstractive question answeringCode Generation | —Unverified | 0 |
| 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 |
| Detrimental Contexts in Open-Domain Question Answering | Oct 27, 2023 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Knowledge Corpus Error in 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 |
| Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems | Oct 23, 2023 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Strong and Efficient Baselines for Open Domain Conversational Question Answering | Oct 23, 2023 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
