NAACL 2024: all accepted papers
- Flames: Benchmarking Value Alignment of LLMs in Chinese ↗Kexin Huang, Xiangyang Liu, Qianyu Guo et al. · Long Papers7 citations
- Hallucination Diversity-Aware Active Learning for Text Summarization ↗Yu Xia, Xu Liu, Tong Yu et al. · Long Papers7 citations
- Human-AI Interaction in the Age of LLMs ↗Diyi Yang, Sherry Tongshuang Wu, Marti A. Hearst · Tutorial Abstracts7 citations
- IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance ↗Yunah Jang, Kang-il Lee, Hyunkyung Bae et al. · Long Papers7 citations
- MacGyver: Are Large Language Models Creative Problem Solvers? ↗Yufei Tian, Abhilasha Ravichander, Lianhui Qin et al. · Long Papers7 citations
- Metaphor Detection with Context Enhancement and Curriculum Learning ↗Kaidi Jia, Rongsheng Li · Long Papers7 citations
- Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation ↗Xindi Wang, Robert Mercer, Frank Rudzicz · Long Papers7 citations
- PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning ↗Xuekai Zhu, Biqing Qi, Kaiyan Zhang et al. · Long Papers7 citations
- Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt ↗Yongqi Wang, Ruofan Hu, Rongjie Huang et al. · Long Papers7 citations
- RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models ↗Song Jiang, Zahra Shakeri, Aaron Chan et al. · Long Papers7 citations
- The steerability of large language models toward data-driven personas ↗Junyi Li, Charith Peris, Ninareh Mehrabi et al. · Long Papers7 citations
- Towards Explainability in Legal Outcome Prediction Models ↗Josef Valvoda, Ryan Cotterell · Long Papers7 citations
- Towards Reducing Diagnostic Errors with Interpretable Risk Prediction ↗Denis McInerney, William Dickinson, Lucy Flynn et al. · Long Papers7 citations
- Zero-shot Generative Linguistic Steganography ↗Ke Lin, Yiyang Luo, Zijian Zhang et al. · Long Papers7 citations
- $k$NN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning ↗Wenting Zhao, Ye Liu, Yao Wan et al. · Long Papers6 citations
- AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction ↗Shengkun Wang, Taoran Ji, Jianfeng He et al. · Industry Track6 citations
- Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models ↗Zhixue Zhao, Nikolaos Aletras · Long Papers6 citations
- DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping ↗Yongrui Chen, Haiyun Jiang, Xinting Huang et al. · Long Papers6 citations
- Evaluating the Deductive Competence of Large Language Models ↗S Seals, Valerie Shalin · Long Papers6 citations
- Fair Abstractive Summarization of Diverse Perspectives ↗Yusen Zhang, Nan Zhang, Yixin Liu et al. · Long Papers6 citations
- Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages ↗Sankalp Bahad, Pruthwik Mishra, Parameswari Krishnamurthy et al. · Student Research Workshop6 citations
- Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning ↗Akshay Singh, Rahul Thakur · Long Papers6 citations
- Generalizable Sarcasm Detection is Just Around the Corner, of Course!Hyewon Jang, Diego Frassinelli · Long Papers6 citations · our summary
- How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities ↗Lingbo Mo, Boshi Wang, Muhao Chen et al. · Long Papers6 citations
- How Well Do Large Language Models Truly Ground? ↗Hyunji Lee, Se June Joo, Chaeeun Kim et al. · Long Papers6 citations
- Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment ↗Chong Li, Shaonan Wang, Jiajun Zhang et al. · Long Papers6 citations
- Low-Cost Generation and Evaluation of Dictionary Example Sentences ↗Bill Cai, Ng Clarence, Daniel Liang et al. · Long Papers6 citations
- MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification ↗Chadi Helwe, Tom Calamai, Pierre-Henri Paris et al. · Long Papers6 citations
- MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities ↗Xinpei Zhao, Jingyuan Sun, Shaonan Wang et al. · Long Papers6 citations
- POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature ↗Jerry Cheung, Yuchen Zhuang, Yinghao Li et al. · Long Papers6 citations
- Quantum-inspired Language Model with Lindblad Master Equation and Interference Measurement for Sentiment Analysis ↗Kehuan Yan, Peichao Lai, Yilei Wang · Long Papers6 citations
- Safer-Instruct: Aligning Language Models with Automated Preference Data ↗Taiwei Shi, Kai Chen, Jieyu Zhao · Long Papers6 citations
- The ART of LLM Refinement: Ask, Refine, and Trust ↗Kumar Shridhar, Koustuv Sinha, Andrew Cohen et al. · Long Papers6 citations
- The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education ↗Paiheng Xu, Jing Liu, Nathan Jones et al. · Long Papers6 citations
- The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language ↗Jian Zhu, Changbing Yang, Farhan Samir et al. · Long Papers6 citations
- Transformers Can Represent $n$-gram Language Models ↗Anej Svete, Ryan Cotterell · Long Papers6 citations
- Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors ↗Victoria Graf, Qin Liu, Muhao Chen · Long Papers6 citations
- Unlocking Emergent Modularity in Large Language Models ↗Zihan Qiu, Zeyu Huang, Jie Fu · Long Papers6 citations
- ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications ↗Sotaro Takeshita, Tommaso Green, Ines Reinig et al. · Long Papers5 citations
- AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content ↗Shuyang Cao, Lu Wang · Long Papers5 citations
- Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks ↗Chonghua Wang, Haodong Duan, Songyang Zhang et al. · Long Papers5 citations
- Analyzing the Role of Semantic Representations in the Era of Large Language Models ↗Zhijing Jin, Yuen Chen, Fernando Gonzalez Adauto et al. · Long Papers5 citations
- Automatic Generation of Model and Data Cards: A Step Towards Responsible AI ↗Jiarui Liu, Wenkai Li, Zhijing Jin et al. · Long Papers5 citations
- BUST: Benchmark for the evaluation of detectors of LLM-Generated Text ↗Joseph Cornelius, Oscar Lithgow-Serrano, Sandra Mitrovic et al. · Long Papers5 citations
- CPopQA: Ranking Cultural Concept Popularity by LLMs ↗Ming Jiang, Mansi Joshi · Short Papers5 citations
- Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? ↗Bangzheng Li, Ben Zhou, Fei Wang et al. · Long Papers5 citations
- Distilling Text Style Transfer With Self-Explanation From LLMs ↗Chiyu Zhang, Honglong Cai, Yuezhang Li et al. · Student Research Workshop5 citations
- Divergent Token Metrics: Measuring degradation to prune away LLM components – and optimize quantization ↗Björn Deiseroth, Max Meuer, Nikolas Gritsch et al. · Long Papers5 citations
- Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter ↗Nuredin Ali Abdelkadir, Charles Zhang, Ned Mayo et al. · Short Papers5 citations
- Efficient End-to-End Visual Document Understanding with Rationale Distillation ↗Wang Zhu, Alekh Agarwal, Mandar Joshi et al. · Long Papers5 citations
- Encoding of lexical tone in self-supervised models of spoken language ↗Gaofei Shen, Michaela Watkins, Afra Alishahi et al. · Long Papers5 citations
- Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation ↗Haochen Liu, Song Wang, Chen Chen et al. · Long Papers5 citations
- From Shortcuts to Triggers: Backdoor Defense with Denoised PoE ↗Qin Liu, Fei Wang, Chaowei Xiao et al. · Long Papers5 citations
- GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives ↗Vinodkumar Prabhakaran, Christopher M. Homan, Lora Aroyo et al. · Long Papers5 citations
- Is Reference Necessary in the Evaluation of NLG Systems? When and Where? ↗Shuqian Sheng, Yi Xu, Luoyi Fu et al. · Long Papers5 citations
- Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method ↗Yukun Zhao, Lingyong Yan, Weiwei Sun et al. · Long Papers5 citations
- Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain ↗Brian Hu, Bill Ray, Alice Leung et al. · Industry Track5 citations
- Large Human Language Models: A Need and the Challenges ↗Nikita Soni, H. Andrew Schwartz, João Sedoc et al. · Long Papers5 citations
- LinkPrompt: Natural and Universal Adversarial Attacks on Prompt-based Language Models ↗Yue Xu, Wenjie Wang · Long Papers5 citations
- Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models ↗Weize Liu, Guocong Li, Kai Zhang et al. · Long Papers5 citations
- ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies ↗Oren Sultan, Yonatan Bitton, Ron Yosef et al. · Long Papers5 citations
- Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models ↗Yue Zhou, Yada Zhu, Diego Antognini et al. · Long Papers5 citations
- Pre-trained Language Models for Entity Blocking: A Reproducibility Study ↗Runhui Wang, Yongfeng Zhang · Long Papers5 citations
- REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking ↗Nacime Bouziani, Shubhi Tyagi, Joseph Fisher et al. · Industry Track5 citations
- Self-generated Replay Memories for Continual Neural Machine Translation ↗Michele Resta, Davide Bacciu · Long Papers5 citations
- Visually Guided Generative Text-Layout Pre-training for Document Intelligence ↗Zhiming Mao, Haoli Bai, Lu Hou et al. · Long Papers5 citations
- iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples ↗Xiancai Xu, Jia-Dong Zhang, Lei Xiong et al. · Long Papers5 citations
- A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and Quality ↗Maja Stahl, Nadine Michel, Sebastian Kilsbach et al. · Long Papers4 citations
- A Survey of Meaning Representations – From Theory to Practical Utility ↗Zacchary Sadeddine, Juri Opitz, Fabian Suchanek · Long Papers4 citations
- A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models ↗Tiwalayo Eisape, Michael Tessler, Ishita Dasgupta et al. · Long Papers4 citations
- AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation ↗Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu et al. · Long Papers4 citations
- Adaptive Rank Selections for Low-Rank Approximation of Language Models ↗Shangqian Gao, Ting Hua, Yen-Chang Hsu et al. · Long Papers4 citations
- AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages ↗Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal et al. · Long Papers4 citations
- AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents ↗Luca Gioacchini, Giuseppe Siracusano, Davide Sanvito et al. · System Demonstrations4 citations
- An Automatic Prompt Generation System for Tabular Data Tasks ↗Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda et al. · Industry Track4 citations
- An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation ↗Pengzhi Gao, Ruiqing Zhang, Zhongjun He et al. · Long Papers4 citations
- AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets ↗Pietro Lesci, Andreas Vlachos · Long Papers4 citations
- Backdoor Attacks on Multilingual Machine Translation ↗Jun Wang, Qiongkai Xu, Xuanli He et al. · Long Papers4 citations
- BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings ↗Xianming Li, Jing Li · Long Papers4 citations
- Can LLM's Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis ↗Vishnu Sashank Dorbala, Sanjoy Chowdhury, Dinesh Manocha · Short Papers4 citations
- Catch Me If You GPT: Tutorial on Deepfake Texts ↗Adaku Uchendu, Saranya Venkatraman, Thai Le et al. · Tutorial Abstracts4 citations
- ComCLIP: Training-Free Compositional Image and Text Matching ↗Kenan Jiang, Xuehai He, Ruize Xu et al. · Long Papers4 citations
- DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models ↗Songbo Hu, Xiaobin Wang, Moy Yuan et al. · System Demonstrations4 citations
- Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning ↗Lihua Qian, Mingxuan Wang, Yang Liu et al. · Long Papers4 citations
- Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? ↗Yusuke Sakai, Hidetaka Kamigaito, Katsuhiko Hayashi et al. · Long Papers4 citations
- EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning ↗Raja Sekhar Reddy Mekala, Yasaman Razeghi, Sameer Singh · Short Papers4 citations
- Edu-ConvoKit: An Open-Source Library for Education Conversation Data ↗Rose E. Wang, Dorottya Demszky · System Demonstrations4 citations
- Evaluating In-Context Learning of Libraries for Code Generation ↗Arkil Patel, Siva Reddy, Dzmitry Bahdanau et al. · Long Papers4 citations
- Exploring Compositional Generalization of Large Language Models ↗Haoran Yang, Hongyuan Lu, Wai Lam et al. · Student Research Workshop4 citations
- FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering ↗Wei Zhou, Mohsen Mesgar, Heike Adel et al. · Long Papers4 citations
- Fine-Tuning Language Models with Reward Learning on Policy ↗Hao Lang, Fei Huang, Yongbin Li · Long Papers4 citations
- First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models ↗Naomi Saphra, Eve Fleisig, Kyunghyun Cho et al. · Long Papers4 citations
- Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction ↗Shilong Li, Ge Bai, Zhang Zhang et al. · Short Papers4 citations
- GINopic: Topic Modeling with Graph Isomorphism Network ↗Suman Adhya, Debarshi Kumar Sanyal · Long Papers4 citations
- Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts ↗Sai Ashish Somayajula, Youwei Liang, Li Zhang et al. · Long Papers4 citations
- Generating Signed Language Instructions in Large-Scale Dialogue Systems ↗Mert Inan, Katherine Atwell, Anthony Sicilia et al. · Industry Track4 citations
- Grammar-based Data Augmentation for Low-Resource Languages: The Case of Guarani-Spanish Neural Machine Translation ↗Agustín Lucas, Alexis Baladón, Victoria Pardiñas et al. · Long Papers4 citations
- HelpSteer: Multi-attribute Helpfulness Dataset for SteerLMZhilin Wang, Yi Dong, Jiaqi Zeng et al. · Long Papers4 citations · our summary
- How did we get here? Summarizing conversation dynamics ↗Yilun Hua, Nicholas Chernogor, Yuzhe Gu et al. · Long Papers4 citations
- ICLE++: Modeling Fine-Grained Traits for Holistic Essay Scoring ↗Shengjie Li, Vincent Ng · Long Papers4 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/naacl/2024/papers/page/3/