| 2023 | Modelling Temporal Document Sequences for Clinical ICD Coding. | Clarence Boon Liang Ng, Diogo Santos, Marek Rei |
| 2023 | On the Role of Reviewer Expertise in Temporal Review Helpfulness Prediction. | Mir Tafseer Nayeem, Davood Rafiei |
| 2023 | Weakly-Supervised Questions for Zero-Shot Relation Extraction. | Saeed Najafi, Alona Fyshe |
| 2023 | Exploiting Language Characteristics for Legal Domain-Specific Language Model Pretraining. | Inderjeet Nair, Natwar Modani |
| 2023 | A Neural CRF-based Hierarchical Approach for Linear Text Segmentation. | Inderjeet Nair, Aparna Garimella, Balaji Vasan Srinivasan, Natwar Modani, Niyati Chhaya, Srikrishna Karanam, Sumit Shekhar |
| 2023 | Question Generation Using Sequence-to-Sequence Model with Semantic Role Labels. | Alireza Naeiji, Aijun An, Heidar Davoudi, Marjan Delpisheh, Muath Alzghool |
| 2023 | ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation. | Charlotte Nachtegael, Jacopo De Stefani, Tom Lenaerts |
| 2023 | Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages. | Ankan Mullick, Ishani Mondal, Sourjyadip Ray, R. Raghav, G. Sai Chaitanya, Pawan Goyal |
| 2023 | Polite Chatbot: A Text Style Transfer Application. | Sourabrata Mukherjee, Vojtech Hudecek, Ondrej Dusek |
| 2023 | Towards Speech to Speech Machine Translation focusing on Indian Languages. | Vandan Mujadia, Dipti Misra Sharma |
| 2023 | MTEB: Massive Text Embedding Benchmark. | Niklas Muennighoff, Nouamane Tazi, Loc Magne, Nils Reimers |
| 2023 | It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits. | Yida Mu, Kalina Bontcheva, Nikolaos Aletras |
| 2023 | Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues. | Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica Lam |
| 2023 | Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation. | Mehrad Moradshahi, Sina J. Semnani, Monica Lam |
| 2023 | Does Transliteration Help Multilingual Language Modeling? | Ibraheem Muhammad Moosa, Mahmud Elahi Akhter, Ashfia Binte Habib |
| 2023 | Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters. | Sbastien Montella, Alexis Nasr, Johannes Heinecke, Frdric Bchet, Lina Maria Rojas-Barahona |
| 2023 | Quantifying Context Mixing in Transformers. | Hosein Mohebbi, Willem H. Zuidema, Grzegorz Chrupala, Afra Alishahi |
| 2023 | Best Practices in the Creation and Use of Emotion Lexicons. | Saif M. Mohammad |
| 2023 | Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities. | Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar |
| 2023 | Semantic Specialization for Knowledge-based Word Sense Disambiguation. | Sakae Mizuki, Naoaki Okazaki |
| 2023 | COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language Models. | Kanishka Misra, Julia Rayz, Allyson Ettinger |
| 2023 | Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog. | Mayank Mishra, Danish Contractor, Dinesh Raghu |
| 2023 | Detecting Lexical Borrowings from Dominant Languages in Multilingual Wordlists. | John E. Miller, Johann-Mattis List |
| 2023 | ZELDA: A Comprehensive Benchmark for Supervised Entity Disambiguation. | Marcel Milich, Alan Akbik |
| 2023 | A Systematic Search for Compound Semantics in Pretrained BERT Architectures. | Filip Miletic, Sabine Schulte im Walde |