Latest Research in Computation and Language

22 research papers · 2026 median publication year

Top Research Topics in Computation and Language

Highest-Cited Papers

  1. Queryome: orchestrating retrieval, reasoning, and synthesis across biomedical literature
  2. BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases
  3. DAEP: Difficulty-Aware Evidence Planning for Medical Video Corpus Temporal Answer Grounding
  4. Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
  5. Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement
  6. FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India
  7. Development of a Bayesian subjective model for predicting the clinical diagnosis of Ebola in the Democratic Republic of the Congo
  8. Causal Evidence Extraction and Triangulation in Crisis Reports using Large Language Models: A ReliefWeb-based Study
  9. MedKGent: a large language model agent framework for constructing temporally evolving medical knowledge graph
  10. Appendix to the article: "An Industrial Evaluation of DeepQuali: Assessing User Story Quality with Large Language Models"
  11. When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification
  12. BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery
  13. Retrieval Augmented Biomedical Question Answering with Weak Question Recovery and Neural Reranking for BioASQ Task 14b
  14. Can Large Language Models Derive New Knowledge? A Dynamic Benchmark for Biological Knowledge Discovery
  15. A Knowledge Graph Framework for Linking Health Assessment Scales and Scientific Literature in Low-Annotation Settings: Development and Evaluation Study
  16. Scientific Knowledge Discovery in the Age of Large Language Models
  17. Research and Analysis of Latency Diagnosis and Structured Prompt Optimization for High-Difficulty Mathematical Reasoning Based on DeepSeek-R1
  18. INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models
  19. SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration
  20. MIRA-Ev:A Benchmark for Granular Evidence Detection and Relational Reasoning in Clinical Exams
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2026 AUG Q2

Computation and Language

22 papers

Top Topics (10)

Computation and Language8
Artificial Intelligence4
Biomedical Text Mining and Ontologies2
Computer Vision and Pattern Recognition2
Viral Infections and Outbreaks Research1
Persona Design and Applications1
Advanced Graph Neural Networks1
Digital Libraries1
Mathematics, Computing, and Information Processing1
Topic Modeling1

Top Publications (20)

1.Queryome: orchestrating retrieval, reasoning, and synthesis across biomedical literature2.BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases3.DAEP: Difficulty-Aware Evidence Planning for Medical Video Corpus Temporal Answer Grounding4.Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models5.Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement6.FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India7.Development of a Bayesian subjective model for predicting the clinical diagnosis of Ebola in the Democratic Republic of the Congo8.Causal Evidence Extraction and Triangulation in Crisis Reports using Large Language Models: A ReliefWeb-based Study9.MedKGent: a large language model agent framework for constructing temporally evolving medical knowledge graph10.Appendix to the article: "An Industrial Evaluation of DeepQuali: Assessing User Story Quality with Large Language Models"11.When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification12.BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery13.Retrieval Augmented Biomedical Question Answering with Weak Question Recovery and Neural Reranking for BioASQ Task 14b14.Can Large Language Models Derive New Knowledge? A Dynamic Benchmark for Biological Knowledge Discovery15.A Knowledge Graph Framework for Linking Health Assessment Scales and Scientific Literature in Low-Annotation Settings: Development and Evaluation Study16.Scientific Knowledge Discovery in the Age of Large Language Models17.Research and Analysis of Latency Diagnosis and Structured Prompt Optimization for High-Difficulty Mathematical Reasoning Based on DeepSeek-R118.INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models19.SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration20.MIRA-Ev:A Benchmark for Granular Evidence Detection and Relational Reasoning in Clinical Exams
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