EMNLP 2024: all accepted papers
- Story Embeddings –- Narrative-Focused Representations of Fictional Stories ↗Hans Ole Hatzel, Chris Biemann
- Style-Shifting Behaviour of the Manosphere on Reddit ↗Jai Aggarwal, Suzanne Stevenson
- Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections ↗Lingjun Zhao, Nguyen X. Khanh, Hal Daumé III
- TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation ↗Gefei Gu, Yilun Zhao, Ruoxi Ning et al. · System Demonstrations
- TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models ↗Rodolfo Zevallos, Núria Bel, Mireia Farrús
- TRoTR: A Framework for Evaluating the Re-contextualization of Text Reuse ↗Francesco Periti, Pierluigi Cassotti, Stefano Montanelli et al.
- Target-Aware Language Modeling via Granular Data Sampling ↗Ernie Chang, Pin-Jie Lin, Yang Li et al.
- Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion ↗Guanchu Wang, Yu-Neng Chuang, Ruixiang Tang et al.
- The effects of distance on NPI illusive effects in BERT ↗So Young Lee, Mai Ha Vu
- Time Matters: An End-to-End Solution for Temporal Claim Verification ↗Anab Maulana Barik, Wynne Hsu, Mong-Li Lee · Industry Track
- To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models ↗Bastien Liétard, Pascal Denis, Mikaela Keller
- Toward Compositional Behavior in Neural Models: A Survey of Current Views ↗Kate McCurdy, Paul Soulos, Paul Smolensky et al.
- Towards Aligning Language Models with Textual Feedback ↗Saüc Abadal Lloret, Shehzaad Dhuliawala, Keerthiram Murugesan et al.
- Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering ↗Weihe Zhai, Arkaitz Zubiaga, Bingquan Liu et al.
- Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights ↗Hao Yang, Lizhen Qu, Ehsan Shareghi et al.
- Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs ↗John Pavlopoulos, Panos Louridas, Panagiotis Filos
- Tracking the perspectives of interacting language models ↗Hayden Helm, Brandon Duderstadt, Youngser Park et al.
- TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities ↗Ming Zhang, Caishuang Huang, Yilong Wu et al.
- Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems ↗Chinmay Dandekar, Wenda Xu, Xi Xu et al. · System Demonstrations
- ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning ↗Hieu Man, Nghia Trung Ngo, Franck Dernoncourt et al. · System Demonstrations
- ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average ↗Shaojie Shi, Xiaoyu Tan, Xihe Qiu et al. · Industry Track
- UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks ↗Yuanhao Xiong, Yixin Nie, Haotian Liu et al.
- UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models ↗Xinyu Pi, Mingyuan Wu, Jize Jiang et al.
- Understanding Higher-Order Correlations Among Semantic Components in Embeddings ↗Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira
- Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training ↗Zhou Zhang, Dongzeng Tan, Jiaan Wang et al.
- Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering ↗Yifei Yuan, Yang Deng, Anders Søgaard et al.
- Unsupervised Discrete Representations of American Sign Language ↗Artem Abzaliev, Rada Mihalcea
- Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs ↗Xin Zhou, Ping Nie, Yiwen Guo et al.
- Unveiling the Role of Pretraining in Direct Speech Translation ↗Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà
- Unveiling the mystery of visual attributes of concrete and abstract concepts: Variability, nearest neighbors, and challenging categories ↗Tarun Tater, Sabine Schulte im Walde, Diego Frassinelli
- Updating CLIP to Prefer Descriptions Over Captions ↗Amir Zur, Elisa Kreiss, Karel D'Oosterlinck et al.
- Using Language Models to Disambiguate Lexical Choices in Translation ↗Josh Barua, Sanjay Subramanian, Kayo Yin et al.
- VHASR: A Multimodal Speech Recognition System With Vision Hotwords ↗Jiliang Hu, Zuchao Li, Ping Wang et al.
- Value Alignment from Unstructured Text ↗Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri et al. · Industry Track
- Verba volant, scripta volant? Don't worry! There are computational solutions for protoword reconstruction ↗Liviu P Dinu, Ana Sabina Uban, Alina Maria Cristea et al.
- Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications ↗Oren Sultan, Alexander Khasin, Guy Shiran et al. · Industry Track
- Voices in a Crowd: Searching for clusters of unique perspectives ↗Nikolas Vitsakis, Amit Parekh, Ioannis Konstas
- Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems ↗Italo Luis Da Silva, Hanqi Yan, Lin Gui et al.
- What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs ↗Anna Wegmann, Tijs van den Broek, Dong Nguyen
- When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models ↗Ting-Yun Chang, Jesse Thomason, Robin Jia
- Where am I? Large Language Models Wandering between Semantics and Structures in Long Contexts ↗Seonmin Koo, Jinsung Kim, YoungJoon Jang et al.
- Why do objects have many names? A study on word informativeness in language use and lexical systems ↗Eleonora Gualdoni, Gemma Boleda
- Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation ↗Raphael Tang, Crystina Zhang, Lixinyu Xu et al. · 🏆 Outstanding Paper Award
- Xinference: Making Large Model Serving Easy ↗Weizheng Lu, Lingfeng Xiong, Feng Zhang et al. · System Demonstrations
- You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions ↗Tasnim Kabir, Yoo Yeon Sung, Saptarashmi Bandyopadhyay et al.
- “We Demand Justice!”: Towards Social Context Grounding of Political Texts ↗Rajkumar Pujari, Chengfei Wu, Dan Goldwasser
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