| 2024 | Extremely efficient online query encoding for dense retrieval. | Nachshon Cohen, Yaron Fairstein, Guy Kushilevitz |
| 2024 | RoDia: A New Dataset for Romanian Dialect Identification from Speech. | Rotaru Codrut, Nicolae-Catalin Ristea, Radu Tudor Ionescu |
| 2024 | GuyLingo: The Republic of Guyana Creole Corpora. | Christopher Clarke, Roland Daynauth, Jason Mars, Charlene Wilkinson, Hubert Devonish |
| 2024 | Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances. | Zhendong Chu, Ruiyi Zhang, Tong Yu, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Ani Nenkova |
| 2024 | On the Effectiveness of Adversarial Robustness for Abuse Mitigation with Counterspeech. | Yi-Ling Chung, Jonathan Bright |
| 2024 | Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model. | Jiqun Chu, Zuoquan Lin |
| 2024 | Learning to Compress Prompt in Natural Language Formats. | Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Ben Hu |
| 2024 | Simulating Opinion Dynamics with Networks of LLM-based Agents. | Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers |
| 2024 | Can Language Model Moderators Improve the Health of Online Discourse? | Hyundong Cho, Shuai Liu, Taiwei Shi, Darpan Jain, Basem Rizk, Yuyang Huang, Zixun Lu, Nuan Wen, Jonathan Gratch, Emilio Ferrara, Jonathan May |
| 2024 | RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization. | Seonglae Cho, Myungha Jang, Jinyoung Yeo, Dongha Lee |
| 2024 | Multi-Granularity Guided Fusion-in-Decoder. | Eunseong Choi, Hyeri Lee, Jongwuk Lee |
| 2024 | Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks. | Rochelle Choenni, Ekaterina Shutova, Dan Garrette |
| 2024 | Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks. | Nadezhda Chirkova, Vassilina Nikoulina |
| 2024 | Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. | Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky |
| 2024 | On Retrieval Augmentation and the Limitations of Language Model Training. | Ting-Rui Chiang, Xinyan Yu, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama |
| 2024 | Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias. | Anshuman Chhabra, Hadi Askari, Prasant Mohapatra |
| 2024 | POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature. | Jerry Junyang Cheung, Yuchen Zhuang, Yinghao Li, Pranav Shetty, Wantian Zhao, Sanjeev Grampurohit, Rampi Ramprasad, Chao Zhang |
| 2024 | AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition. | Zhaorun Chen, Zhuokai Zhao, Zhihong Zhu, Ruiqi Zhang, Xiang Li, Bhiksha Raj, Huaxiu Yao |
| 2024 | CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving. | Pei Chen, Shuai Zhang, Boran Han |
| 2024 | Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. | Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu |
| 2024 | Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query. | Xi Chen, Jinguo You, Likun Likun, Xiang Li |
| 2024 | IterAlign: Iterative Constitutional Alignment of Large Language Models. | Xiusi Chen, Hongzhi Wen, Sreyashi Nag, Chen Luo, Qingyu Yin, Ruirui Li, Zheng Li, Wei Wang |
| 2024 | Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. | Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu |
| 2024 | The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation. | Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao |
| 2024 | Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. | Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran |