| Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine | May 22, 2025 | Causal InferenceDrug Discovery | —Unverified | 0 | 0 |
| Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks | Jun 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient Clustering | Apr 24, 2024 | ClusteringDiversity | —Unverified | 0 | 0 |
| Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models | Jan 4, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems | May 18, 2025 | Computational EfficiencyLanguage Modeling | —Unverified | 0 | 0 |
| Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models | May 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation | Sep 15, 2021 | Feature EngineeringLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning | Oct 31, 2024 | Dictionary LearningLanguage Modeling | —Unverified | 0 | 0 |
| Beyond LLMs: A Linguistic Approach to Causal Graph Generation from Narrative Texts | Apr 10, 2025 | Graph GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks | Jul 29, 2024 | BenchmarkingLanguage Model Evaluation | —Unverified | 0 | 0 |
| Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization | May 30, 2025 | FormLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models | Aug 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing | Oct 14, 2024 | AllBinary Classification | —Unverified | 0 | 0 |
| Beyond Segmentation: Road Network Generation with Multi-Modal LLMs | Oct 15, 2023 | Autonomous NavigationLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging | Apr 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Beyond Text Compression: Evaluating Tokenizers Across Scales | Jun 3, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform | Jan 1, 2025 | Code GenerationImage Generation | —Unverified | 0 | 0 |
| Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks | Feb 5, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text | Nov 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking | Nov 20, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 | 0 |
| Beyond Word-based Language Model in Statistical Machine Translation | Feb 5, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| BFClass: A Backdoor-free Text Classification Framework | Sep 22, 2021 | Backdoor AttackClassification | —Unverified | 0 | 0 |
| BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models | Feb 18, 2024 | ChunkingLanguage Modeling | —Unverified | 0 | 0 |
| Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads | Nov 17, 2023 | DecoderFairness | —Unverified | 0 | 0 |
| Biases in Predicting the Human Language Model | Jun 1, 2014 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |