NAACL 2024: all accepted papers
- HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms ↗Gokul Srinivasagan, Simon Ostermann · Student Research Workshop
- Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo ↗Barkavi Sundararajan, Yaji Sripada, Ehud Reiter · Long Papers
- Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training ↗Ahmed Elhady, Khaled Elsayed, Eneko Agirre et al. · Short Papers
- Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER ↗Micheal Abaho, Danushka Bollegala, Gary Leeming et al. · Long Papers
- Instructing Large Language Models to Identify and Ignore Irrelevant Conditions ↗Zhenyu Wu, Chao Shen, Meng Jiang · Long Papers
- Investigating Web Corpus Filtering Methods for Language Model Development in Japanese ↗Rintaro Enomoto, Arseny Tolmachev, Takuro Niitsuma et al. · Student Research Workshop
- Knowledge-centered conversational agents with a drive to learn ↗Selene Baez Santamaria · Student Research Workshop
- Large Language Models Encode the Practice of Medicine ↗Teja Kanchinadam, Gauher Shaheen · Industry Track
- Less is More for Improving Automatic Evaluation of Factual Consistency ↗Tong Wang, Ninad Kulkarni, Yanjun Qi · Industry Track
- Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces ↗Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein et al. · Industry Track
- Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information ↗Shadi Iskander, Kira Radinsky, Yonatan Belinkov · Short Papers
- Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort ↗Cesar Gonzalez-Gutierrez, Ariadna Quattoni · Long Papers
- Lower Bounds on the Expressivity of Recurrent Neural Language Models ↗Anej Svete, Franz Nowak, Anisha Sahabdeen et al. · Long Papers
- MEMORY-VQ: Compression for Tractable Internet-Scale Memory ↗Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis et al. · Short Papers
- MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration ↗Xianwei Zhuang, Zhichang Wang, Xuxin Cheng et al. · Long Papers
- Measuring Cross-lingual Transfer in Bytes ↗Leandro De Souza, Thales Almeida, Roberto Lotufo et al. · Long Papers
- Modularized Multilingual NMT with Fine-grained Interlingua ↗Sungjun Lim, Yoonjung Choi, Sangha Kim · Long Papers
- More room for language: Investigating the effect of retrieval on language models ↗David Samuel, Lucas Charpentier, Sondre Wold · Short Papers
- Multi-Operational Mathematical Derivations in Latent Space ↗Marco Valentino, Jordan Meadows, Lan Zhang et al. · Long Papers
- Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios ↗Xiaojun Kuang, C. L. Philip Chen, Shuzhen Li et al. · Long Papers
- Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation ↗Reon Kajikawa, Keiichiro Yamada, Tomoyuki Kajiwara et al. · Student Research Workshop
- Multilingual Models for ASR in Chibchan Languages ↗Rolando Coto-Solano, Tai Wan Kim, Alexander Jones et al. · Long Papers
- Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models ↗Md Messal Monem Miah, Ulie Schnaithmann, Arushi Raghuvanshi et al. · Industry Track
- My Heart Skipped a Beat! Recognizing Expressions of Embodied Emotion in Natural Language ↗Yuan Zhuang, Tianyu Jiang, Ellen Riloff · Long Papers
- No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language ModelsKellen Tan Cheng, Suma Bhat · Long Papersour summary
- On Narrative Question Answering Skills ↗Emil Kalbaliyev, Kairit Sirts · Short Papers
- On Retrieval Augmentation and the Limitations of Language Model Training ↗Ting-Rui Chiang, Xinyan Yu, Joshua Robinson et al. · Short Papers
- On the Effectiveness of Adversarial Robustness for Abuse Mitigation with Counterspeech ↗Yi-Ling Chung, Jonathan Bright · Long Papers
- On the True Distribution Approximation of Minimum Bayes-Risk Decoding ↗Atsumoto Ohashi, Ukyo Honda, Tetsuro Morimura et al. · Short Papers
- Open-Vocabulary Federated Learning with Multimodal Prototyping ↗Huimin Zeng, Zhenrui Yue, Dong Wang · Long Papers
- PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models ↗HyunJin Kim, Young Jin Kim, JinYeong Bak · Long Papers
- Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question AnsweringNeha Srikanth, Rupak Sarkar, Heran Mane et al. · Long Papersour summary
- QualEval: Qualitative Evaluation for Model Improvement ↗Vishvak Murahari, Ameet Deshpande, Peter Clark et al. · Long Papers
- Referring Expressions in Human-Robot Common Ground: A Thesis Proposal ↗Jaap Kruijt · Student Research Workshop
- Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning ↗Athul Jacob, Gabriele Farina, Jacob Andreas · Long Papers
- Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation ↗Hao Wang, Tetsuro Morimura, Ukyo Honda et al. · Student Research Workshop
- SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts ↗Jean-Thomas Baillargeon, Luc Lamontagne · Student Research Workshop
- Scaling Up Authorship Attribution ↗Jacob Striebel, Abishek Edikala, Ethan Irby et al. · Industry Track
- ScriptMix: Mixing Scripts for Low-resource Language Parsing ↗Jaeseong Lee, Dohyeon Lee, Seung-won Hwang · Long Papers
- Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain ↗Yuki Nakayama, Ryutaro Tatsushima, Erick Mendieta et al. · Industry Track
- Separately Parameterizing Singleton Detection Improves End-to-end Neural Coreference Resolution ↗Xiyuan Zou, Yiran Li, Ian Porada et al. · Short Papers
- Show Your Work with Confidence: Confidence Bands for Tuning Curves ↗Nicholas Lourie, Kyunghyun Cho, He He · Long Papers
- Simple and effective data augmentation for compositional generalization ↗Yuekun Yao, Alexander Koller · Long Papers
- Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning ↗Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih et al. · Student Research Workshop
- TOPICAL: TOPIC Pages AutomagicaLly ↗John Giorgi, Amanpreet Singh, Doug Downey et al. · System Demonstrations
- Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning ↗Kazuma Hashimoto, Karthik Raman, Michael Bendersky · Long Papers
- The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological Segmentation ↗Zoey Liu, Bonnie Dorr · Long Papers
- Towards Translating Objective Product Attributes Into Customer Language ↗Ram Yazdi, Oren Kalinsky, Alexander Libov et al. · Industry Track
- Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems ↗Dongyub Lee, Younghun Jeong, Hwa-Yeon Kim et al. · Industry Track
- UINav: A Practical Approach to Train On-Device Automation Agents ↗Wei Li, Fu-Lin Hsu, William Bishop et al. · Industry Track
- UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing ↗Yijun Yang, Jie He, Pinzhen Chen et al. · Long Papers
- Unified Examination of Entity Linking in Absence of Candidate Sets ↗Nicolas Ong, Hassan Shavarani, Anoop Sarkar · Short Papers
- Unveiling Divergent Inductive Biases of LLMs on Temporal Data ↗Sindhu Kishore, Hangfeng He · Short Papers
- Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation ↗Zizhong Li, Haopeng Zhang, Jiawei Zhang · Short Papers
- What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases ↗Anthony Tiong, Junqi Zhao, Boyang Li et al. · Long Papers
- When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale ↗Christos Baziotis, Biao Zhang, Alexandra Birch et al. · Long Papers
- Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness ↗Ashim Gupta, Rishanth Rajendhran, Nathan Stringham et al. · Long Papers
- X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs ↗Juan Rodriguez, Katrin Erk, Greg Durrett · Long Papers
- XferBench: a Data-Driven Benchmark for Emergent Language ↗Brendon Boldt, David Mortensen · Long Papers
- ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models ↗Pengfan Du, Sirui Liang, Baoli Zhang et al. · System Demonstrations
- “You are an expert annotator”: Automatic Best–Worst-Scaling Annotations for Emotion Intensity Modeling ↗Christopher Bagdon, Prathamesh Karmalkar, Harsha Gurulingappa et al. · Long Papers
- jp-evalb: Robust Alignment-based PARSEVAL Measures ↗Jungyeul Park, Junrui Wang, Eunkyul Leah Jo et al. · System Demonstrations
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