Papers
Leveraging LLMs to Streamline the Review of Public Funding Applications
João DS Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho et al.
LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators
Mateusz Lango, Ondrej Dusek
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
Weizhi Zhang, Liangwei Yang, Wooseong Yang et al.
Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback
Yisha Wu, Cen Zhao, Yuanpei Cao et al.
Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency
Aman Goel, Daniel Schwartz, Yanjun Qi
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources
Anh C. Pham, Mihir Thalanki, Michael Sun et al.
Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation
Anup Pattnaik, Sasanka Vutla, Hamvir Dev et al.
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Fangyi Yu, Nabeel Seedat, Drahomira Herrmannova et al.
Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support
Cen Zhao, Tiantian Zhang, Hanchen Su et al.
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices
Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub et al.
Mind the Query: A Benchmark Dataset towards Text2Cypher Task
Vashu Chauhan, Shobhit Raj, Shashank Mujumdar et al.
Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry
João Vitor Mariano Correia, Murilo Missano Bell, João Vitor Robiatti Amorim et al.
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations
Elena Khasanova, Harsh Saini, Md Tahmid Rahman Laskar et al.
AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents
Md Tahmid Rahman Laskar, Julien Bouvier Tremblay, Xue-Yong Fu et al.
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts?
Xiliang Zhu, Shi Zong, David Rossouw
HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain
Spandan Anaokar, Shrey Ganatra, Harshvivek Kashid et al.
CLARITY: Clinical Assistant for Routing, Inference, and Triage
Vladimir Shaposhnikov, Alexandr Nesterov, Ilia Kopanichuk et al.
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents
Ervine Zheng, Yikuan Li, Geoffrey Jay Tso et al.
Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian
Andrei Niculae, Adrian Cosma, Cosmin Dumitrache et al.
Taxonomy of Comprehensive Safety for Clinical Agents
Jean Seo, Hyunkyung Lee, Gibaeg Kim et al.
Declarative Techniques for NL Queries over Heterogeneous Data
Elham Khabiri, Jeffrey O. Kephart, Fenno F. Heath Iii et al.
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition
Kiran Pradeep, Kirushikesh Db, Nishtha Madaan et al.
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance
Prajwal Sood, Rajdeep Agrawal, Mayank Sati et al.
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment
Shramona Chakraborty, Shashank Mujumdar, Nitin Gupta et al.
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
Kayhan Behdin, Ata Fatahibaarzi, Qingquan Song et al.