| Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets | Aug 4, 2024 | Few-Shot LearningMachine Reading Comprehension | —Unverified | 0 |
| Improved Few-Shot Image Classification Through Multiple-Choice Questions | Jul 23, 2024 | ArticlesFew-Shot Image Classification | —Unverified | 0 |
| Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models | Jul 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| MIBench: Evaluating Multimodal Large Language Models over Multiple Images | Jul 21, 2024 | In-Context LearningMultiple-choice | —Unverified | 0 |
| Answer, Assemble, Ace: Understanding How Transformers Answer Multiple Choice Questions | Jul 21, 2024 | Multiple-choiceMultiple Choice Question Answering (MCQA) | —Unverified | 0 |
| Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment | Jul 20, 2024 | Contrastive LearningMultiple-choice | CodeCode Available | 0 |
| Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data | Jul 20, 2024 | Language ModellingMachine Translation | —Unverified | 0 |
| Adversarial Databases Improve Success in Retrieval-based Large Language Models | Jul 19, 2024 | Multiple-choiceRAG | —Unverified | 0 |
| MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models | Jul 16, 2024 | GPUMultiple-choice | —Unverified | 0 |
| NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models | Jul 15, 2024 | Common Sense ReasoningMultiple-choice | —Unverified | 0 |
| AstroMLab 1: Who Wins Astronomy Jeopardy!? | Jul 15, 2024 | AstronomyBenchmarking | —Unverified | 0 |
| LAB-Bench: Measuring Capabilities of Language Models for Biology Research | Jul 14, 2024 | Language ModellingMultiple-choice | —Unverified | 0 |
| Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures? | Jul 12, 2024 | Logical ReasoningMultiple-choice | CodeCode Available | 0 |
| Evaluating Nuanced Bias in Large Language Model Free Response Answers | Jul 11, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Self-Recognition in Language Models | Jul 9, 2024 | Multiple-choice | CodeCode Available | 0 |
| Can Model Uncertainty Function as a Proxy for Multiple-Choice Question Item Difficulty? | Jul 7, 2024 | Multiple-choice | CodeCode Available | 0 |
| Are Large Language Models Consistent over Value-laden Questions? | Jul 3, 2024 | Multiple-choice | CodeCode Available | 0 |
| Is Your Large Language Model Knowledgeable or a Choices-Only Cheater? | Jul 2, 2024 | Graph MiningLanguage Modeling | CodeCode Available | 0 |
| CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models | Jul 2, 2024 | Multiple-choice | —Unverified | 0 |
| DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions | Jun 27, 2024 | Distractor GenerationMath | CodeCode Available | 0 |
| Changing Answer Order Can Decrease MMLU Accuracy | Jun 27, 2024 | MMLUMultiple-choice | —Unverified | 0 |
| Length Optimization in Conformal Prediction | Jun 27, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 0 |
| VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation | Jun 25, 2024 | ARCBenchmarking | CodeCode Available | 0 |
| Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration | Jun 24, 2024 | DiversityMultiple-choice | —Unverified | 0 |
| SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages | Jun 20, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |