Papers
Benchmarking and Improving Long-Text Translation with Large Language Models
Longyue Wang, Zefeng Du, Wenxiang Jiao et al.
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
Jiaxing Sun, Weiquan Huang, Jiang Wu et al.
Benchmarking Cognitive Biases in Large Language Models as Evaluators
Ryan Koo, Minhwa Lee, Vipul Raheja et al.
Benchmarking Data Science Agents
Yuge Zhang, Qiyang Jiang, XingyuHan XingyuHan et al.
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation
Xunjian Yin, Xu Zhang, Jie Ruan et al.
Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset
Jie Zhu, Junhui Li, Yalong Wen et al.
Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System
Hengguan Huang, Songtao Wang, Hongfu Liu et al.
Benchmarking LLaMA-3 on Arabic Language Generation Tasks
Md Tawkat Islam Khondaker, Numaan Naeem, Fatimah Khan et al.
Benchmarking Low-Resource Machine Translation Systems
Ana Silva, Nikit Srivastava, Tatiana Moteu Ngoli et al.
Benchmarking Retrieval-Augmented Generation for Medicine
Guangzhi Xiong, Qiao Jin, Zhiyong Lu et al.
BEnQA: A Question Answering Benchmark for Bengali and English
Sheikh Shafayat, H M Quamran Hasan, Minhajur Rahman Chowdhury Mahim et al.
Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization
Songda Li, Yunqi Zhang, Chunyuan Deng et al.
Better Synthetic Data by Retrieving and Transforming Existing Datasets
Saumya Gandhi, Ritu Gala, Vijay Viswanathan et al.
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation
James O’Doherty, Cian Nolan, Yufang Hou et al.
Beyond Binary Gender Labels: Revealing Gender Bias in LLMs through Gender-Neutral Name Predictions
Zhiwen You, HaeJin Lee, Shubhanshu Mishra et al.
Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings
Daniel Ruffinelli, Rainer Gemulla
Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions
Wenxuan Wang, Yisi Zhang, Xingjian He et al.
Beyond Memorization: The Challenge of Random Memory Access in Language Models
Tongyao Zhu, Qian Liu, Liang Pang et al.
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization
Zhanhui Zhou, Jie Liu, Jing Shao et al.
Beyond Orthography: Automatic Recovery of Short Vowels and Dialectal Sounds in Arabic
Yassine El Kheir, Hamdy Mubarak, Ahmed Ali et al.
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models
Chenyang Lyu, Minghao Wu, Alham Aji
Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective
Ameer Saadat-Yazdi, Nadin Kökciyan
Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal
Rudra Nath Palit, Manasi Patwardhan, Lovekesh Vig et al.
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph
Xiaochen Gao, Feng Yao, Kewen Zhao et al.
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction
Wanlong Liu, Li Zhou, DingYi Zeng et al.