| 2024 | Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis. | Tim Fischer, Florian Schneider, Robert Geislinger, Florian Helfer, Gertraud Koch, Chris Biemann |
| 2024 | MuLan: A Study of Fact Mutability in Language Models. | Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello, Yova Kementchedjhieva, Anders Sgaard |
| 2024 | Language Models can be Deductive Solvers. | Jiazhan Feng, Ruochen Xu, Junheng Hao, Hiteshi Sharma, Yelong Shen, Dongyan Zhao, Weizhu Chen |
| 2024 | LLaMA-Rider: Spurring Large Language Models to Explore the Open World. | Yicheng Feng, Yuxuan Wang, Jiazheng Liu, Sipeng Zheng, Zongqing Lu |
| 2024 | Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models. | Wanyong Feng, Jaewook Lee, Hunter McNichols, Alexander Scarlatos, Digory Smith, Simon Woodhead, Nancy Otero Ornelas, Andrew S. Lan |
| 2024 | DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction. | Yuxi Feng, Laks V. S. Lakshmanan |
| 2024 | BERTweet's TACO Fiesta: Contrasting Flavors On The Path Of Inference And Information-Driven Argument Mining On Twitter. | Marc Feger, Stefan Dietze |
| 2024 | AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. | Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer |
| 2024 | Efficient Sample-Specific Encoder Perturbations. | Yassir Fathullah, Mark J. F. Gales |
| 2024 | Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. | Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen |
| 2024 | Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. | Ting-Han Fan, Ta-Chung Chi, Alexander Rudnicky |
| 2024 | CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. | Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha |
| 2024 | Do Multilingual Language Models Think Better in English? | Julen Etxaniz, Gorka Azkune, Aitor Soroa, Oier Lopez de Lacalle, Mikel Artetxe |
| 2024 | Elote, Choclo and Mazorca: on the Varieties of Spanish. | Cristina Espaa-Bonet, Alberto Barrn-Cedeo |
| 2024 | Adjusting Interpretable Dimensions in Embedding Space with Human Judgments. | Katrin Erk, Marianna Apidianaki |
| 2024 | Investigating Web Corpus Filtering Methods for Language Model Development in Japanese. | Rintaro Enomoto, Arseny Tolmachev, Takuro Niitsuma, Shuhei Kurita, Daisuke Kawahara |
| 2024 | Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training. | Ahmed Elhady, Khaled Mostafa Elsayed, Eneko Agirre, Mikel Artetxe |
| 2024 | Principles from Clinical Research for NLP Model Generalization. | Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor |
| 2024 | A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models. | Tiwalayo Eisape, Michael Henry Tessler, Ishita Dasgupta, Fei Sha, Sjoerd van Steenkiste, Tal Linzen |
| 2024 | Zero-Shot vs. Translation-Based Cross-Lingual Transfer: The Case of Lexical Gaps. | Abteen Ebrahimi, Katharina von der Wense |
| 2024 | REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models. | Sana Ebrahimi, Nima Shahbazi, Abolfazl Asudeh |
| 2024 | To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages. | Benedikt Ebing, Goran Glavas |
| 2024 | ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models. | Pengfan Du, Sirui Liang, Baoli Zhang, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao |
| 2024 | BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues. | Haodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen |
| 2024 | ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models. | Jinhao Duan, Shiqi Wang, James Diffenderfer, Lichao Sun, Tianlong Chen, Bhavya Kailkhura, Kaidi Xu |