Papers
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples
Zhilan Wang, Zekai Zhi, Rize Jin et al.
MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts
Lin Ning, Harsh Lara, Meiqi Guo et al.
Alleviating Hallucinations of Large Language Models through Induced Hallucinations
Yue Zhang, Leyang Cui, Wei Bi et al.
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation
Yu Wang, Jiaxin Zhang, Xiang Gao et al.
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
Yuelin Bai, Xeron Du, Yiming Liang et al.
Demystifying the Power of Large Language Models in Graph Generation
Yu Wang, Ryan A. Rossi, Namyong Park et al.
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
Shilong Li, Yancheng He, Hui Huang et al.
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
Millennium Bismay, Xiangjue Dong, James Caverlee
SimulBench: Evaluating Language Models with Creative Simulation Tasks
Qi Jia, Xiang Yue, Tuney Zheng et al.
GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets
Qiming Wu, Zichen Chen, Will Corcoran et al.
DHP Benchmark: Are LLMs Good NLG Evaluators?
Yicheng Wang, Jiayi Yuan, Yu-Neng Chuang et al.
On Reference (In-)Determinacy in Natural Language Inference
Sihao Chen, Chaitanya Malaviya, Alex Fabrikant et al.
AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation
Vaishnavi Pulavarthi, Deeksha Nandal, Soham Dan et al.
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
Saaket Agashe, Yue Fan, Anthony Reyna et al.
Understanding Reference Policies in Direct Preference Optimization
Yixin Liu, Pengfei Liu, Arman Cohan
A Practical Analysis of Human Alignment with *PO
Kian Ahrabian, Xihui Lin, Barun Patra et al.
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU
Yan Li, So-Eon Kim, Seong-Bae Park et al.
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
Ruoli Gan, Duanyu Feng, Chen Zhang et al.
Hard Emotion Test Evaluation Sets for Language Models
Tiberiu Sosea, Cornelia Caragea
GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings
Allahsera Auguste Tapo, Nouhoum Coulibaly, Seydou Diallo et al.
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation
Abe Bohan Hou, Orion Weller, Guanghui Qin et al.
Meta-Reasoning Improves Tool Use in Large Language Models
Lisa Alazraki, Marek Rei
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models
Jayanth Mohan, Jishnu Ray Chowdhury, Tomas Malik et al.
Accounting for Sycophancy in Language Model Uncertainty Estimation
Anthony Sicilia, Mert Inan, Malihe Alikhani
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching
Haoteng Yin, Jinha Kim, Prashant Mathur et al.