| 2024 | Improving Adversarial Data Collection by Supporting Annotators: Lessons from GAHD, a German Hate Speech Dataset. | Janis Goldzycher, Paul Rttger, Gerold Schneider |
| 2024 | Language Guided Exploration for RL Agents in Text Environments. | Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel, Soham Dan, Keerthiram Murugesan |
| 2024 | NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps. | Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky |
| 2024 | TOPICAL: TOPIC Pages AutomagicaLly. | John M. Giorgi, Amanpreet Singh, Doug Downey, Sergey Feldman, Lucy Lu Wang |
| 2024 | AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents. | Luca Gioacchini, Giuseppe Siracusano, Davide Sanvito, Kiril Gashteovski, David Friede, Roberto Bifulco, Carolin Lawrence |
| 2024 | GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation. | Mohsen Gholami, Mohammad Akbari, Tianxi Hu, Vaden Masrani, Z. Wang, Yong Zhang |
| 2024 | MART: Improving LLM Safety with Multi-round Automatic Red-Teaming. | Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao |
| 2024 | A Survey of Confidence Estimation and Calibration in Large Language Models. | Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych |
| 2024 | Discourse-Aware In-Context Learning for Temporal Expression Normalization. | Akash Kumar Gautam, Lukas Lange, Jannik Strtgen |
| 2024 | DLM: A Decoupled Learning Model for Long-tailed Polyphone Disambiguation in Mandarin. | Beibei Gao, Yangsen Zhang, Ga Xiang, Yushan Jiang |
| 2024 | An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation. | Pengzhi Gao, Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang |
| 2024 | Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other. | Yifei Gao, Jie Ou, Lei Wang, Yuting Xiao, Xiangzhiyuan Xiangzhiyuan, Ruiting Dai, Jun Cheng |
| 2024 | Ethos: Rectifying Language Models in Orthogonal Parameter Space. | Lei Gao, Yue Niu, Tingting Tang, Salman Avestimehr, Murali Annavaram |
| 2024 | A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation. | Yuan Gao, Feng Hou, Ruili Wang |
| 2024 | Adaptive Rank Selections for Low-Rank Approximation of Language Models. | Shangqian Gao, Ting Hua, Yen-Chang Hsu, Yilin Shen, Hongxia Jin |
| 2024 | Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly. | Changjiang Gao, Hongda Hu, Peng Hu, Jiajun Chen, Jixing Li, Shujian Huang |
| 2024 | Empowering Diffusion Models on the Embedding Space for Text Generation. | Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu |
| 2024 | GPTScore: Evaluate as You Desire. | Jinlan Fu, See-Kiong Ng, Zhengbao Jiang, Pengfei Liu |
| 2024 | Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? | Xue-Yong Fu, Md. Tahmid Rahman Laskar, Elena Khasanova, Cheng Chen, Shashi Bhushan TN |
| 2024 | TISE: A Tripartite In-context Selection Method for Event Argument Extraction. | Yanhe Fu, Yanan Cao, Qingyue Wang, Yi Liu |
| 2024 | SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks. | Brian Formento, Wenjie Feng, Chuan-Sheng Foo, Anh Tuan Luu, See-Kiong Ng |
| 2024 | Where are you from? Geolocating Speech and Applications to Language Identification. | Patrick Foley, Matthew Wiesner, Bismarck Bamfo Odoom, Leibny Paola Garca-Perera, Kenton Murray, Philipp Koehn |
| 2024 | Differentially Private Next-Token Prediction of Large Language Models. | James Flemings, Meisam Razaviyayn, Murali Annavaram |
| 2024 | The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels. | Eve Fleisig, Su Lin Blodgett, Dan Klein, Zeerak Talat |
| 2024 | JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models. | Jillian Fisher, Ximing Lu, Jaehun Jung, Liwei Jiang, Zad Harchaoui, Yejin Choi |