conftrace_

ACL 2024

2,718 papers

SciMON: Scientific Inspiration Machines Optimized for Novelty

Qingyun Wang, Doug Downey, Heng Ji, Tom Hope

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs

Yebowen Hu, Kaiqiang Song, SangWoo Cho, Xiaoyang Wang, Hassan Foroosh

MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering

Xiusi Chen, Jyun-Yu Jiang, Wei-Cheng Chang, Cho-jui Hsieh, Hsiang-Fu Yu

A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus

Eduard Poesina, Cornelia Caragea, Radu Tudor Ionescu

Inference to the Best Explanation in Large Language Models

Dhairya Dalal, Marco Valentino, Andre Freitas, Paul Buitelaar

Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification

Shanshan Xu, Santosh T.y.s.s, Oana Ichim, Barbara Plank, Matthias Grabmair

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue

Evaluating Dynamic Topic Models

Charu Karakkaparambil James, Mayank Nagda, Nooshin Haji Ghassemi, Marius Kloft, Sophie Fellenz

CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers

Yong Hu, Fandong Meng, Jie Zhou

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen

A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation

Kai Chen, Ye Wang, Yitong Li, Aiping Li, Han Yu

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation

DaYou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao

Exploring Chain-of-Thought for Multi-modal Metaphor Detection

Yanzhi Xu, Yueying Hua, Shichen Li, Zhongqing Wang

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models

Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu

MAGE: Machine-generated Text Detection in the Wild

Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances

Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao

Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models

Zhengxin Zhang, Dan Zhao, Xupeng Miao, Gabriele Oliaro, Zhihao Zhang