Papers
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation
Juntong Song, Xingguang Wang, Juno Zhu et al.
Intent Detection in the Age of LLMs
Gaurav Arora, Shreya Jain, Srujana Merugu
Enhancing LLM Capabilities Beyond Scaling Up
Wenpeng Yin, Muhao Chen, Rui Zhang et al.
Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
Kangda Wei, Aayush Gautam, Ruihong Huang
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
Jielin Qiu, Andrea Madotto, Zhaojiang Lin et al.
LLM Questionnaire Completion for Automatic Psychiatric Assessment
Gony Rosenman, Talma Hendler, Lior Wolf
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay et al.
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda et al.
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
Chenlong Deng, Kelong Mao, Yuyao Zhang et al.
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks
Shengnan An, Zexiong Ma, Siqi Cai et al.
Devil’s Advocate: Anticipatory Reflection for LLM Agents
Haoyu Wang, Tao Li, Zhiwei Deng et al.
Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs
Anqi Li, Yu Lu, Nirui Song et al.
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents
Tongxin Yuan, Zhiwei He, Lingzhong Dong et al.
Reconfidencing LLMs from the Grouping Loss Perspective
Lihu Chen, Alexandre Perez-Lebel, Fabian M. Suchanek et al.
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
Yubo Wang, Xueguang Ma, Wenhu Chen
Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling
Yao-Ching Yu, Chun Chih Kuo, Ye Ziqi et al.
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses
Xiaotian Lu, Jiyi Li, Koh Takeuchi et al.
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
Jingming Zhuo, Songyang Zhang, Xinyu Fang et al.
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering
Kris-Fillip Kahl, Tolga Buz, Russa Biswas et al.
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
Yifan Song, Weimin Xiong, Xiutian Zhao et al.
Are LLMs Aware that Some Questions are not Open-ended?
Dongjie Yang, Hai Zhao
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature
Dawei Li, Shu Yang, Zhen Tan et al.
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance
Kyle Moore, Jesse Roberts, Thao Pham et al.
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Yizhuo Zhang, Heng Wang, Shangbin Feng et al.
Learning to Paraphrase for Alignment with LLM Preference
Junbo Fu, Guoshuai Zhao, Yimin Deng et al.