| 2024 | REFINER: Reasoning Feedback on Intermediate Representations. | Debjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges, Antoine Bosselut, Robert West, Boi Faltings |
| 2024 | Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. | Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis |
| 2024 | UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts. | Iigo Parra |
| 2024 | Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. | Marinela Parovic, Ivan Vulic, Anna Korhonen |
| 2024 | Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing. | Chanjun Park, Jaehyung Seo, Seolhwa Lee, Junyoung Son, Hyeonseok Moon, Sugyeong Eo, Chanhee Lee, Heuiseok Lim |
| 2024 | Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning. | Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah |
| 2024 | Improving Backchannel Prediction Leveraging Sequential and Attentive Context Awareness. | Yo-Han Park, Wencke Liermann, Yong-Seok Choi, Kong Joo Lee |
| 2024 | Leveraging Implicit Feedback from Deployment Data in Dialogue. | Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston |
| 2024 | Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning. | Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2024 | AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents. | Abraham Toluwase Owodunni, Aditya Yadavalli, Chris Emezue, Tobi Olatunji, Clinton Mbataku |
| 2024 | Frequency Explains the Inverse Correlation of Large Language Models' Size, Training Data Amount, and Surprisal's Fit to Reading Times. | Byung-Doh Oh, Shisen Yue, William Schuler |
| 2024 | The Generative AI Paradox in Evaluation: "What It Can Solve, It May Not Evaluate". | Juhyun Oh, Eunsu Kim, Inha Cha, Alice Oh |
| 2024 | In-Contextual Gender Bias Suppression for Large Language Models. | Daisuke Oba, Masahiro Kaneko, Danushka Bollegala |
| 2024 | Generating Diverse Translation with Perturbed kNN-MT. | Yuto Nishida, Makoto Morishita, Hidetaka Kamigaito, Taro Watanabe |
| 2024 | Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition. | Tu Nguyen, Nedim Srndic, Alexander Neth |
| 2024 | ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media Text. | Thanh-Nhi Nguyen, Thanh-Phong Le, Kiet Nguyen |
| 2024 | HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations. | Minh Nguyen, Nghi Bui, Truong Son Hy, Long Tran-Thanh, Tien Nguyen |
| 2024 | VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension. | Thinh Phuoc Ngo, Khoa Tran Anh Dang, Son T. Luu, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen |
| 2024 | "Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. | Huy Nghiem, Umang Gupta, Fred Morstatter |
| 2024 | Teaching Probabilistic Logical Reasoning to Transformers. | Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi |
| 2024 | Rethinking Loss Functions for Fact Verification. | Yuta Mukobara, Yutaro Shigeto, Masashi Shimbo |
| 2024 | Generating Benchmarks for Factuality Evaluation of Language Models. | Dor Muhlgay, Ori Ram, Inbal Magar, Yoav Levine, Nir Ratner, Yonatan Belinkov, Omri Abend, Kevin Leyton-Brown, Amnon Shashua, Yoav Shoham |
| 2024 | EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains. | Frank Mtumbuka, Steven Schockaert |
| 2024 | Injecting Wiktionary to improve token-level contextual representations using contrastive learning. | Anna Mosolova, Marie Candito, Carlos Ramisch |
| 2024 | Exploiting Class Probabilities for Black-box Sentence-level Attacks. | Bahman Moraffah, Huan Liu |