Cover Image

Recent Advances and Future Directions in Literature-Based Discovery

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kastrin, Andrej, Cestnik, Bojan, Lavrač, Nada
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence 68T50 (Primary) 68-02, 68-06 (Secondary) A.1; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Make Literature-Based Discovery Great Again through Reproducible Pipelines
by: Cestnik, Bojan, et al.
Published: (2025)

MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question Answering
by: Yim, Wen-wai, et al.
Published: (2025)

A Survey on Collaborating Small and Large Language Models for Performance, Cost-effectiveness, Cloud-edge Privacy, and Trustworthiness
by: Wang, Fali, et al.
Published: (2025)

From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars
by: Kornilov, Albert, et al.
Published: (2024)

Quantum NLP models on Natural Language Inference
by: Sun, Ling, et al.
Published: (2025)

Data and AI governance: Promoting equity, ethics, and fairness in large language models
by: Abhishek, Alok, et al.
Published: (2025)

Do Reasoning Models Enhance Embedding Models?
by: Chan, Wun Yu, et al.
Published: (2026)

SHARP: Social Harm Analysis via Risk Profiles for Measuring Inequities in Large Language Models
by: Abhishek, Alok, et al.
Published: (2026)

BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models
by: Abhishek, Alok, et al.
Published: (2025)

Research on a hybrid LSTM-CNN-Attention model for text-based web content classification
by: Kuz, Mykola, et al.
Published: (2025)

Reasoning Promotes Robustness in Theory of Mind Tasks
by: de Haan, Ian B., et al.
Published: (2026)

Linguistic Collapse: Neural Collapse in (Large) Language Models
by: Wu, Robert, et al.
Published: (2024)

Large Language Models are Inconsistent and Biased Evaluators
by: Stureborg, Rickard, et al.
Published: (2024)

Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization
by: Bronec, Jan, et al.
Published: (2025)

A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness
by: Wang, Fali, et al.
Published: (2024)

Drama Engine: A Framework for Narrative Agents
by: Pichlmair, Martin, et al.
Published: (2024)

Symphonym: Universal Phonetic Embeddings for Cross-Script Name Matching
by: Gadd, Stephen
Published: (2026)

A Collaborative Content Moderation Framework for Toxicity Detection based on Conformalized Estimates of Annotation Disagreement
by: Villate-Castillo, Guillermo, et al.
Published: (2024)

A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts
by: Elahi, Kazi Toufique, et al.
Published: (2024)

Correctness is not Faithfulness in RAG Attributions
by: Wallat, Jonas, et al.
Published: (2024)

A quantitative and typological study of Early Slavic participle clauses and their competition
by: Pedrazzini, Nilo
Published: (2024)

Mapping 'when'-clauses in Latin American and Caribbean languages: an experiment in subtoken-based typology
by: Pedrazzini, Nilo
Published: (2024)

Approaches to Semantic Textual Similarity in Slovak Language: From Algorithms to Transformers
by: Radosky, Lukas, et al.
Published: (2026)

A transfer learning approach for automatic conflicts detection in software requirement sentence pairs based on dual encoders
by: Wang, Yizheng, et al.
Published: (2025)

CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
by: Kaiser, Daniel, et al.
Published: (2025)

Uncovering Uncertainty in Transformer Inference
by: Brothers, Greyson, et al.
Published: (2024)

Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
by: Laborde, Stanislas, et al.
Published: (2025)

InhibiDistilbert: Knowledge Distillation for a ReLU and Addition-based Transformer
by: Zhang, Tony, et al.
Published: (2025)

Rule Extraction in Machine Learning: Chat Incremental Pattern Constructor
by: Nwokocha, Caleb Princewill
Published: (2022)

Tailoring Vaccine Messaging with Common-Ground Opinions
by: Stureborg, Rickard, et al.
Published: (2024)

Co-NAML-LSTUR: A Combined Model with Attentive Multi-View Learning and Long- and Short-term User Representations for News Recommendation
by: Nguyen, Minh Hoang, et al.
Published: (2025)

Generative AI Models: Opportunities and Risks for Industry and Authorities
by: Alt, Tobias, et al.
Published: (2024)

TRAWL: Tensor Reduced and Approximated Weights for Large Language Models
by: Luo, Yiran, et al.
Published: (2024)

Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing
by: Wang, Huanqian, et al.
Published: (2024)

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding
by: Zhang, Junwen, et al.
Published: (2025)

Towards Probabilistic Question Answering Over Tabular Data
by: Shen, Chen, et al.
Published: (2025)

SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
by: Gondhalekar, Chinmay, et al.
Published: (2025)

Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments
by: Shao, Hsuan-Lei
Published: (2024)

Hallucination Detection in Large Language Models with Metamorphic Relations
by: Yang, Borui, et al.
Published: (2025)

DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis
by: Wang, Lei, et al.
Published: (2026)