NAACL 2024: all accepted papers
- Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering ↗Minji Jung, Soyeon Park, Jeewoo Sul et al. · Short Papers1 citation
- JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models ↗Jillian Fisher, Ximing Lu, Jaehun Jung et al. · Long Papers1 citation
- KTRL+F: Knowledge-Augmented In-Document Search ↗Hanseok Oh, Haebin Shin, Miyoung Ko et al. · Long Papers1 citation
- Keep it Private: Unsupervised Privatization of Online Text ↗Calvin Bao, Marine Carpuat · Long Papers1 citation
- Language Agnostic Code Embeddings ↗Saiteja Utpala, Alex Gu, Pin-Yu Chen · Long Papers1 citation
- Language-Independent Representations Improve Zero-Shot Summarization ↗Vladimir Solovyev, Danni Liu, Jan Niehues · Short Papers1 citation
- LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows ↗Shujian Zhang, Lemeng Wu, Chengyue Gong et al. · Long Papers1 citation
- Leitner-Guided Memory Replay for Cross-lingual Continual Learning ↗Meryem M'hamdi, Jonathan May · Long Papers1 citation
- Leveraging Customer Feedback for Multi-modal Insight Extraction ↗Sandeep Sricharan Mukku, Abinesh Kanagarajan, Pushpendu Ghosh et al. · Industry Track1 citation
- Leveraging LLMs for Dialogue Quality Measurement ↗Jinghan Jia, Abi Komma, Timothy Leffel et al. · Industry Track1 citation
- Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers ↗Georgios Pantazopoulos, Alessandro Suglia, Oliver Lemon et al. · Short Papers1 citation
- Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts ↗Michael Saxon, Yiran Luo, Sharon Levy et al. · Short Papers1 citation
- MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus ↗Simone Conia, Edoardo Barba, Abelardo Carlos Martinez Lorenzo et al. · Long Papers1 citation
- Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media ↗Siyuan Chen, Meilin Wang, Minghao Lv et al. · Long Papers1 citation
- Massive End-to-end Speech Recognition Models with Time Reduction ↗Weiran Wang, Rohit Prabhavalkar, Haozhe Shan et al. · Long Papers1 citation
- Measuring Entrainment in Spontaneous Code-switched Speech ↗Debasmita Bhattacharya, Siying Ding, Alayna Nguyen et al. · Long Papers1 citation
- Mitigating Bias for Question Answering Models by Tracking Bias Influence ↗Mingyu Ma, Jiun-Yu Kao, Arpit Gupta et al. · Long Papers1 citation
- Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation ↗Haozhe Zhao, Zefan Cai, Shuzheng Si et al. · Long Papers1 citation
- Mix-Initiative Response Generation with Dynamic Prefix Tuning ↗Yuxiang Nie, Heyan Huang, Xian-Ling Mao et al. · Long Papers1 citation
- MuLan: A Study of Fact Mutability in Language Models ↗Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello et al. · Short Papers1 citation
- Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic StructureDavid Arps, Laura Kallmeyer, Younes Samih et al. · Long Papers1 citation · our summary
- Neurocache: Efficient Vector Retrieval for Long-range Language Modeling ↗Ali Safaya, Deniz Yuret · Long Papers1 citation
- Newspaper Signaling for Crisis Prediction ↗Prajvi Saxena, Sabine Janzen, Wolfgang Maass · System Demonstrations1 citation
- PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization ↗Joseph Peper, Wenzhao Qiu, Lu Wang · Long Papers1 citation
- PatentEval: Understanding Errors in Patent Generation ↗You Zuo, Kim Gerdes, Éric Clergerie et al. · Long Papers1 citation
- Pedagogically Aligned Objectives Create Reliable Automatic Cloze Tests ↗Brian Ondov, Kush Attal, Dina Demner-Fushman · Long Papers1 citation
- PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning ↗Tianrong Zhang, Zhaohan Xi, Ting Wang et al. · Long Papers1 citation
- RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization ↗Seonglae Cho, Myungha Jang, Jinyoung Yeo et al. · System Demonstrations1 citation
- Rectifying Demonstration Shortcut in In-Context Learning ↗Joonwon Jang, Sanghwan Jang, Wonbin Kweon et al. · Long Papers1 citation
- Rephrasing Invokes Better Generations for Large Language Models ↗Haoran Yang, Hongyuan Lu, Wai Lam · Student Research Workshop1 citation
- Returning to the Start: Generating Narratives with Related Endpoints ↗Anneliese Brei, Chao Zhao, Snigdha Chaturvedi · Short Papers1 citation
- Revisiting subword tokenization: A case study on affixal negation in large language models ↗Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor et al. · Long Papers1 citation
- SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings ↗Fangwei Ou, Jinan Xu · Short Papers1 citation
- Selective Perception: Learning Concise State Descriptions for Language Model Actors ↗Kolby Nottingham, Yasaman Razeghi, Kyungmin Kim et al. · Short Papers1 citation
- Self-Regulated Data-Free Knowledge Amalgamation for Text Classification ↗Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi et al. · Industry Track1 citation
- Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection ↗Jianfeng He, Hang Su, Jason Cai et al. · Long Papers1 citation
- Sentence-level Media Bias Analysis with Event Relation Graph ↗Yuanyuan Lei, Ruihong Huang · Long Papers1 citation
- Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction ↗Jing Xu, Dandan Song, Siu Hui et al. · Long Papers1 citation
- Sequential Compositional Generalization in Multimodal Models ↗Semih Yagcioglu, Osman Batur İnce, Aykut Erdem et al. · Long Papers1 citation
- Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation ↗Xingwei Tan, Yuxiang Zhou, Gabriele Pergola et al. · Long Papers1 citation
- Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection ↗Mohammed Rahaman, Julia Ive · Student Research Workshop1 citation
- Spatial and Temporal Language Understanding: Representation, Reasoning, and Grounding ↗Parisa Kordjamshidi, Qiang Ning, James Pustejovsky et al. · Tutorial Abstracts1 citation
- Start Simple: Progressive Difficulty Multitask Learning ↗Yunfei Luo, Yuyang Liu, Rukai Cai et al. · Student Research Workshop1 citation
- Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation ↗Yao Lu, Jiayi Wang, Raphael Tang et al. · Long Papers1 citation
- Subspace Representations for Soft Set Operations and Sentence Similarities ↗Yoichi Ishibashi, Sho Yokoi, Katsuhito Sudoh et al. · Long Papers1 citation
- SuperGLEBer: German Language Understanding Evaluation Benchmark ↗Jan Pfister, Andreas Hotho · Long Papers1 citation
- TISE: A Tripartite In-context Selection Method for Event Argument Extraction ↗Yanhe Fu, Yanan Cao, Qingyue Wang et al. · Long Papers1 citation
- The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation ↗Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi et al. · Short Papers1 citation
- The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation ↗Evgeniia Tokarchuk, Vlad Niculae · Short Papers1 citation
- Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks ↗Yunqi Zhang, Songda Li, Chunyuan Deng et al. · Long Papers1 citation
- Toward Interactive Regional Understanding in Vision-Large Language Models ↗Jungbeom Lee, Sanghyuk Chun, Sangdoo Yun · Long Papers1 citation
- TrojFSP: Trojan Insertion in Few-shot Prompt Tuning ↗Mengxin Zheng, Jiaqi Xue, Xun Chen et al. · Long Papers1 citation
- Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI ↗Elron Bandel, Yotam Perlitz, Elad Venezian et al. · System Demonstrations1 citation
- Unknown Script: Impact of Script on Cross-Lingual Transfer ↗Wondimagegnhue Tufa, Ilia Markov, Piek Vossen · Student Research Workshop1 citation
- Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence ↗Yinhong Liu, Yixuan Su, Ehsan Shareghi et al. · Short Papers1 citation
- Verifying Claims About Metaphors with Large-Scale Automatic Metaphor Identification ↗Kotaro Aono, Ryohei Sasano, Koichi Takeda · Short Papers1 citation
- VertAttack: Taking Advantage of Text Classifiers' Horizontal Vision ↗Jonathan Rusert · Long Papers1 citation
- Visual Grounding Helps Learn Word Meanings in Low-Data Regimes ↗Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas · Long Papers1 citation
- What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?Wei Liu, Stephen Wan, Michael Strube · Long Papers1 citation · our summary
- When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels ↗Weiyan Shi, Emily Dinan, Kurt Shuster et al. · Long Papers1 citation
- Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding ↗Chancharik Mitra, Abrar Anwar, Rodolfo Corona et al. · Long Papers1 citation
- XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners ↗Yun Luo, Zhen Yang, Fandong Meng et al. · Long Papers1 citation
- \textttpyvene: A Library for Understanding and Improving PyTorch Models via Interventions ↗Zhengxuan Wu, Atticus Geiger, Aryaman Arora et al. · System Demonstrations1 citation
- mEdIT: Multilingual Text Editing via Instruction Tuning ↗Vipul Raheja, Dimitris Alikaniotis, Vivek Kulkarni et al. · Long Papers1 citation
- $RE^2$: Region-Aware Relation Extraction from Visually Rich Documents ↗Pritika Ramu, Sijia Wang, Lalla Mouatadid et al. · Long Papers
- A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models ↗Xingmeng Zhao, Ali Niazi, Anthony Rios · Long Papers
- A Likelihood Ratio Test of Genetic Relationship among Languages ↗V.S.D.S.Mahesh Akavarapu, Arnab Bhattacharya · Long Papers
- A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base ↗Hasti Toossi, Guo Huai, Jinyu Liu et al. · Student Research Workshop
- A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews ↗Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga et al. · Long Papers
- ARM: Alignment with Residual Energy-Based Model ↗Bo Pang, Caiming Xiong, Yingbo Zhou · Long Papers
- Adjusting Interpretable Dimensions in Embedding Space with Human Judgments ↗Katrin Erk, Marianna Apidianaki · Long Papers
- An Examination of the Compositionality of Large Generative Vision-Language Models ↗Teli Ma, Rong Li, Junwei Liang · Long Papers
- An Interactive Framework for Profiling News Media Sources ↗Nikhil Mehta, Dan Goldwasser · Long Papers
- Analysis of State-Level Legislative Process in Enhanced Linguistic and Nationwide Network Contexts ↗Maryam Davoodi, Dan Goldwasser · Long Papers
- Analyzing the Use of Metaphors in News Editorials for Political Framing ↗Meghdut Sengupta, Roxanne El Baff, Milad Alshomary et al. · Long Papers
- Automatic Restoration of Diacritics for Speech Data Sets ↗Sara Shatnawi, Sawsan Alqahtani, Hanan Aldarmaki · Long Papers
- BeLeaf: Belief Prediction as Tree Generation ↗John Murzaku, Owen Rambow · System Demonstrations
- Benchmark Transparency: Measuring the Impact of Data on Evaluation ↗Venelin Kovatchev, Matthew Lease · Long Papers
- CERET: Cost-Effective Extrinsic Refinement for Text Generation ↗Jason Cai, Hang Su, Monica Sunkara et al. · Long Papers
- Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models ↗Yujin Kim, Jaehong Yoon, Seonghyeon Ye et al. · Long Papers
- Causal Inference for Human-Language Model Collaboration ↗Bohan Zhang, Yixin Wang, Paramveer Dhillon · Long Papers
- Contextual Label Projection for Cross-Lingual Structured Prediction ↗Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang et al. · Long Papers
- Create! Don't Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation ↗Letian Wang, Xianggen Liu, Jiancheng Lv · Long Papers
- Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish Vernaculars ↗Andrés Lou, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al. · Long Papers
- Curriculum Masking in Vision-Language Pretraining to Maximize Cross Modal Interaction ↗Kraig Tou, Zijun Sun · Long Papers
- DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering ↗Alex Nguyen, Zilong Wang, Jingbo Shang et al. · System Demonstrations
- David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs ↗Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov et al. · Long Papers
- Detecting Response Generation Not Requiring Factual Judgment ↗Ryohei Kamei, Daiki Shiono, Reina Akama et al. · Student Research Workshop
- DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade ↗Zefan Cai, Xin Zheng, Tianyu Liu et al. · Long Papers
- Discourse-Aware In-Context Learning for Temporal Expression Normalization ↗Akash Gautam, Lukas Lange, Jannik Strötgen · Short Papers
- Discovering Lobby-Parliamentarian Alignments through NLP ↗Aswin Suresh, Lazar Radojević, Francesco Salvi et al. · Long Papers
- EdTec-QBuilder: A Semantic Retrieval Tool for Assembling Vocational Training Exams in German Language ↗Alonso Palomino, Andreas Fischer, Jakub Kuzilek et al. · System Demonstrations
- Efficient Sample-Specific Encoder Perturbations ↗Yassir Fathullah, Mark Gales · Short Papers
- Entity Disambiguation via Fusion Entity Decoding ↗Junxiong Wang, Ali Mousavi, Omar Attia et al. · Long Papers
- Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models ↗Shuaijie She, Shujian Huang, Xingyun Wang et al. · Long Papers
- Extractive Summarization with Text Generator ↗Thang Le, Anh Tuan Luu · Long Papers
- Fast Exact Retrieval for Nearest-neighbor Lookup (FERN) ↗Richard Zhu · Student Research Workshop
- FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes ↗Asaf Yehudai, Elron Bandel · System Demonstrations
- Finding Replicable Human Evaluations via Stable Ranking Probability ↗Parker Riley, Daniel Deutsch, George Foster et al. · Long Papers
- Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls ↗Amin Hosseiny Marani, Ulrike Schnaithmann, Youngseo Son et al. · Industry Track
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