ACL 2024: all accepted papers
- Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages ↗Thanakorn Thaminkaew, Piyawat Lertvittayakumjorn, Peerapon Vateekul · Student Research Workshop3 citations
- Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation ↗Keqi Deng, Phil Woodland · Long Papers3 citations
- Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ↗Ritam Dutt, Zhen Wu, Jiaxin Shi et al. · Long Papers3 citations
- Linguistically Conditioned Semantic Textual Similarity ↗Jingxuan Tu, Keer Xu, Liulu Yue et al. · Long Papers3 citations
- MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling ↗Tomasz Limisiewicz, Terra Blevins, Hila Gonen et al. · Long Papers3 citations
- Model Composition for Multimodal Large Language Models ↗Chi Chen, Yiyang Du, Zheng Fang et al. · Long Papers3 citations
- Navigating the OverKill in Large Language Models ↗Chenyu Shi, Xiao Wang, Qiming Ge et al. · Long Papers3 citations
- Noise Correction on Subjective Datasets ↗Uthman Jinadu, Yi Ding · Long Papers3 citations
- Open Grounded Planning: Challenges and Benchmark Construction ↗Shiguang Guo, Ziliang Deng, Hongyu Lin et al. · Long Papers3 citations
- Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark ↗Chanjun Park, Hyeonwoo Kim, Dahyun Kim et al. · Long Papers3 citations
- PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud ↗Chengyu Wang, Zhongjie Duan, Bingyan Liu et al. · System Demonstrations3 citations
- PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ↗Sheng Wang, Boyang Xue, Jiacheng Ye et al. · Long Papers3 citations
- PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator ↗Chuyi Kong, Yaxin Fan, Xiang Wan et al. · Long Papers3 citations
- Pragmatic inference of scalar implicature by LLMsYe-eun Cho, Seong mook Kim · Student Research Workshop3 citations · our summary
- Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision ↗Qian Ruan, Ilia Kuznetsov, Iryna Gurevych · Long Papers3 citations
- RecGPT: Generative Pre-training for Text-based Recommendation ↗Hoang Ngo, Dat Quoc Nguyen · Short Papers3 citations
- RelayAttention for Efficient Large Language Model Serving with Long System Prompts ↗Lei Zhu, Xinjiang Wang, Wayne Zhang et al. · Long Papers3 citations
- Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ↗Zhiwei Cao, Qian Cao, Yu Lu et al. · Long Papers3 citations
- Rethinking the Multimodal Correlation of Multimodal Sequential Learning via Generalizable Attentional Results Alignment ↗Tao Jin, Wang Lin, Ye Wang et al. · Long Papers3 citations
- Retrieval-Augmented Multilingual Knowledge Editing ↗Weixuan Wang, Barry Haddow, Alexandra Birch · Long Papers3 citations
- Reward-based Input Construction for Cross-document Relation Extraction ↗Byeonghu Na, Suhyeon Jo, Yeongmin Kim et al. · Long Papers3 citations
- RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization ↗Jaavid J, Raj Dabre, Aswanth M et al. · Long Papers · 🏆 SAC Award: Efficient/Low-Resource Methods for NLP3 citations
- SC2: Towards Enhancing Content Preservation and Style Consistency in Long Text Style Transfer ↗Jie Zhao, Ziyu Guan, Cai Xu et al. · Long Papers3 citations
- STRUCTSUM Generation for Faster Text Comprehension ↗Parag Jain, Andreea Marzoca, Francesco Piccinno · Long Papers3 citations
- SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ↗Mukul Bhutani, Kevin Robinson, Vinodkumar Prabhakaran et al. · Short Papers3 citations
- Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ↗Bilgehan Sel, Priya Shanmugasundaram, Mohammad Kachuee et al. · Long Papers3 citations
- SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ↗Md Imbesat Rizvi, Xiaodan Zhu, Iryna Gurevych · Long Papers3 citations
- SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations ↗Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu et al. · Long Papers3 citations
- Speculative Contrastive Decoding ↗Hongyi Yuan, Keming Lu, Fei Huang et al. · Short Papers3 citations
- Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ↗Abhishek Kumar, Sarfaroz Yunusov, Ali Emami · Long Papers3 citations
- TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ↗Yujie Feng, Xu Chu, Yongxin Xu et al. · Long Papers3 citations
- The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ↗Rochelle Choenni, Anne Lauscher, Ekaterina Shutova · Long Papers3 citations
- The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ↗Peter Hase, Mohit Bansal, Peter Clark et al. · Long Papers3 citations
- Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification ↗Shanshan Xu, Santosh T.Y.S.S, Oana Ichim et al. · Long Papers3 citations
- TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ↗Yikai Zhang, Siyu Yuan, Caiyu Hu et al. · Long Papers3 citations
- Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ↗Jianhao Chen, Haoyuan Ouyang, Junyang Ren et al. · Long Papers3 citations
- To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation ↗Abdul Waheed, Karima Kadaoui, Muhammad Abdul-Mageed · Long Papers3 citations
- To be Continuous, or to be Discrete, Those are Bits of Questions ↗Yiran Wang, Masao Utiyama · Long Papers3 citations
- Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ↗Xiaokang Zhang, Zijun Yao, Jing Zhang et al. · Long Papers3 citations
- TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models ↗Yihong Liu, Chunlan Ma, Haotian Ye et al. · Long Papers3 citations
- Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ↗Peiyu Liu, Ze-Feng Gao, Xin Zhao et al. · Long Papers3 citations
- Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types ↗Pierluigi Cassotti, Stefano De Pascale, Nina Tahmasebi · Long Papers3 citations
- WatME: Towards Lossless Watermarking Through Lexical Redundancy ↗Liang Chen, Yatao Bian, Yang Deng et al. · Long Papers3 citations
- What Do Language Models Hear? Probing for Auditory Representations in Language Models ↗Jerry Ngo, Yoon Kim · Long Papers3 citations
- Why Don't Prompt-Based Fairness Metrics Correlate? ↗Abdelrahman Zayed, Goncalo Mordido, Ioana Baldini et al. · Long Papers3 citations
- string2string: A Modern Python Library for String-to-String Algorithms ↗Mirac Suzgun, Stuart Shieber, Dan Jurafsky · System Demonstrations3 citations
- A Modular Approach for Multimodal Summarization of TV Shows ↗Louis Mahon, Mirella Lapata · Long Papers2 citations
- ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ↗Chen Huang, Yiping Jin, Ilija Ilievski et al. · Long Papers2 citations
- AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ↗Li Lucy, Suchin Gururangan, Luca Soldaini et al. · Long Papers2 citations
- Annotating FrameNet via Structure-Conditioned Language GenerationXinyue Cui, Swabha Swayamdipta · Short Papers2 citations · our summary
- Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization ↗Salman Elgamal, Ossama Obeid, Mhd Kabbani et al. · Long Papers2 citations
- Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ↗Anar Yeginbergen, Maite Oronoz, Rodrigo Agerri · Long Papers2 citations
- Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ↗Julian Schelb, Roberto Ulloa, Andreas Spitz · Student Research Workshop2 citations
- BinaryAlign: Word Alignment as Binary Sequence Labeling ↗Gaetan Latouche, Marc-André Carbonneau, Benjamin Swanson · Long Papers2 citations
- Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion ↗Ziyue Wang, Chi Chen, Yiqi Zhu et al. · Long Papers2 citations
- Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel Compounds ↗Giulia Rambelli, Emmanuele Chersoni, Claudia Collacciani et al. · Long Papers2 citations
- Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ↗Zixia Jia, Junpeng Li, Shichuan Zhang et al. · Long Papers2 citations
- Compromesso! Italian Many-Shot Jailbreaks undermine the safety of Large Language Models ↗Fabio Pernisi, Dirk Hovy, Paul Röttger · Student Research Workshop2 citations
- Consistency Training by Synthetic Question Generation for Conversational Question Answering ↗Hamed Hematian Hemati, Hamid Beigy · Short Papers2 citations
- Digital Socrates: Evaluating LLMs through Explanation Critiques ↗Yuling Gu, Oyvind Tafjord, Peter Clark · Long Papers2 citations
- Dissecting Human and LLM Preferences ↗Junlong Li, Fan Zhou, Shichao Sun et al. · Long Papers2 citations
- DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ↗Yejie Wang, Keqing He, Guanting Dong et al. · Long Papers2 citations
- Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ↗Yufeng Zhang, Jianxing Yu, Yanghui Rao et al. · Long Papers2 citations
- EIT: Enhanced Interactive Transformer ↗Tong Zheng, Bei Li, Huiwen Bao et al. · Long Papers2 citations
- Empowering Character-level Text Infilling by Eliminating Sub-Tokens ↗Houxing Ren, Mingjie Zhan, Zhongyuan Wu et al. · Long Papers2 citations
- Enhancing Explainable Rating Prediction through Annotated Macro Concepts ↗Huachi Zhou, Shuang Zhou, Hao Chen et al. · Long Papers2 citations
- Evaluating Intention Detection Capability of Large Language Models in Persuasive Dialogues ↗Hiromasa Sakurai, Yusuke Miyao · Long Papers2 citations
- Every Answer Matters: Evaluating Commonsense with Probabilistic Measures ↗Qi Cheng, Michael Boratko, Pranay Kumar Yelugam et al. · Long Papers2 citations
- Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization ↗Zhe Xu, Kun Wei, Xu Yang et al. · Long Papers2 citations
- Exploring Alignment in Shared Cross-lingual Spaces ↗Basel Mousi, Nadir Durrani, Fahim Dalvi et al. · Long Papers2 citations
- FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection ↗Yufei Huang, Xu Han, Maosong Sun · Long Papers2 citations
- G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation ↗Xingyuan Pan, Luyang Huang, Liyan Kang et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
- Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing ↗Shafiuddin Rehan Ahmed, Zhiyong Eric Wang, George Arthur Baker et al. · Short Papers2 citations
- Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale ↗Xiang Hu, Pengyu Ji, Qingyang Zhu et al. · Long Papers2 citations
- Greed is All You Need: An Evaluation of Tokenizer Inference Methods ↗Omri Uzan, Craig W. Schmidt, Chris Tanner et al. · Short Papers · 🏆 Outstanding Paper Award; SAC Award: Phonology, Morphology and Word Segmentation2 citations
- Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL ↗Yunseon Choi, Sangmin Bae, Seonghyun Ban et al. · Long Papers2 citations
- HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ↗Kechi Zhang, Ge Li, Huangzhao Zhang et al. · Long Papers2 citations
- In-context Mixing (ICM): Code-mixed Prompts for Multilingual LLMs ↗Bhavani Shankar, Preethi Jyothi, Pushpak Bhattacharyya · Long Papers2 citations
- Insert or Attach: Taxonomy Completion via Box Embedding ↗Wei Xue, Yongliang Shen, Wenqi Ren et al. · Long Papers2 citations
- Instruction Fusion: Advancing Prompt Evolution through Hybridization ↗Weidong Guo, Jiuding Yang, Kaitong Yang et al. · Long Papers2 citations
- Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation ↗Xinglin Wang, Yiwei Li, Shaoxiong Feng et al. · Long Papers2 citations
- Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ↗Tianjie Ju, Yijin Chen, Xinwei Yuan et al. · Long Papers2 citations
- Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn't ↗Chihiro Taguchi, David Chiang · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Speech recognition, text-to-speech and spoken language understanding2 citations
- Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving ↗Chenyang An, Zhibo Chen, Qihao Ye et al. · Long Papers2 citations
- Learning Relational Decomposition of Queries for Question Answering from Tables ↗Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier · Long Papers2 citations
- Learning to Generate Answers with Citations via Factual Consistency Models ↗Rami Aly, Zhiqiang Tang, Samson Tan et al. · Long Papers2 citations
- Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ↗Zhaochen Su, Juntao Li, Jun Zhang et al. · Long Papers2 citations
- Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding ↗Ruohao Guo, Wei Xu, Alan Ritter · Long Papers2 citations
- MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking ↗Ting-Chih Chen, Chia-Wei Tang, Chris Thomas · Long Papers2 citations
- Monotonic Representation of Numeric Attributes in Language Models ↗Benjamin Heinzerling, Kentaro Inui · Short Papers2 citations
- More frequent verbs are associated with more diverse valency frames: Efficient principles at the lexicon-grammar interface ↗Siyu Tao, Lucia Donatelli, Michael Hahn · Long Papers2 citations
- Multipath parsing in the brain ↗Berta Franzluebbers, Donald Dunagan, Miloš Stanojević et al. · Long Papers2 citations
- NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ↗Tim Schopf, Florian Matthes · System Demonstrations2 citations
- Narratives at Conflict: Computational Analysis of News Framing in Multilingual Disinformation Campaigns ↗Antonina Sinelnik, Dirk Hovy · Student Research Workshop2 citations
- Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ↗Ying Zhou, Ben He, Le Sun · Long Papers2 citations
- NounAtlas: Filling the Gap in Nominal Semantic Role Labeling ↗Roberto Navigli, Marco Lo Pinto, Pasquale Silvestri et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
- On Efficient and Statistical Quality Estimation for Data Annotation ↗Jan-Christoph Klie, Juan Haladjian, Marc Kirchner et al. · Long Papers · 🏆 Outstanding Paper Award2 citations
- On the Semantic Latent Space of Diffusion-Based Text-To-Speech Models ↗Miri Varshavsky-Hassid, Roy Hirsch, Regev Cohen et al. · Short Papers2 citations
- OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios ↗Ziqi Yuan, Baozheng Zhang, Hua Xu et al. · System Demonstrations2 citations
- PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ↗Xianwei Zhuang, Xuxin Cheng, Liming Liang et al. · Long Papers2 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2024/papers/page/8/