EMNLP 2024: all accepted papers
- Retrieval-enriched zero-shot image classification in low-resource domains ↗Nicola Dall'Asen, Yiming Wang, Enrico Fini et al.3 citations
- RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs ↗Ekaterina Taktasheva, Maxim Bazhukov, Kirill Koncha et al.3 citations
- STORYSUMM: Evaluating Faithfulness in Story Summarization ↗Melanie Subbiah, Faisal Ladhak, Akankshya Mishra et al.3 citations
- Scaling Laws for Linear Complexity Language Models ↗Xuyang Shen, Dong Li, Ruitao Leng et al.3 citations
- Self-Powered LLM Modality Expansion for Large Speech-Text Models ↗Tengfei Yu, Xuebo Liu, Zhiyi Hou et al.3 citations
- Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair ↗Yusuke Sakai, Mana Makinae, Hidetaka Kamigaito et al.3 citations
- Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? ↗Nemika Tyagi, Mihir Parmar, Mohith Kulkarni et al.3 citations
- Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning ↗Jingyu Hu, Weiru Liu, Mengnan Du3 citations
- Studying and Mitigating Biases in Sign Language Understanding Models ↗Katherine Atwell, Danielle Bragg, Malihe Alikhani3 citations
- Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US ↗Christabel Acquaye, Haozhe An, Rachel Rudinger3 citations
- TL-CL: Task And Language Incremental Continual Learning ↗Shrey Satapara, P. K. Srijith3 citations
- Teaching Small Language Models Reasoning through Counterfactual Distillation ↗Tao Feng, Yicheng Li, Chenglin Li et al.3 citations
- The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention ↗Yixin Wan, Di Wu, Haoran Wang et al.3 citations
- The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems ↗Judith Sieker, Simeon Junker, Ronja Utescher et al.3 citations
- The State of the Art of Large Language Models on Chartered Financial Analyst Exams ↗Mahmoud Mahfouz, Ethan Callanan, Mathieu Sibue et al. · Industry Track3 citations
- Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization ↗Shahed Masoudian, Markus Frohmann, Navid Rekabsaz et al.3 citations
- Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding ↗Lifu Tu, Semih Yavuz, Jin Qu et al.3 citations
- Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel ↗Brendan King, Jeffrey Flanigan3 citations
- Unsupervised Extraction of Dialogue Policies from Conversations ↗Makesh Narsimhan Sreedhar, Traian Rebedea, Christopher Parisien3 citations
- Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons ↗Yifei Wang, Yuheng Chen, Wanting Wen et al.3 citations
- Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism ↗Anhao Zhao, Fanghua Ye, Jinlan Fu et al.3 citations
- VIEWS: Entity-Aware News Video Captioning ↗Hammad Ayyubi, Tianqi Liu, Arsha Nagrani et al.3 citations
- Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding ↗Heng Zhao, Zhao Yinjie, Bihan Wen et al.3 citations
- Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant ↗Abhirama Subramanyam Penamakuri, Anand Mishra3 citations
- Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects ↗Orevaoghene Ahia, Anuoluwapo Aremu, Diana Abagyan et al.3 citations
- Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias ↗Rongwu Xu, Zian Zhou, Tianwei Zhang et al.3 citations
- What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations ↗Kavya Manohar, Leena G Pillai3 citations
- Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? ↗Gabriel Roccabruna, Massimo Rizzoli, Giuseppe Riccardi3 citations
- Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages ↗Jimin Sohn, Haeji Jung, Alex Cheng et al.3 citations
- “Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs ↗Mahammed Kamruzzaman, Hieu Minh Nguyen, Gene Louis Kim3 citations
- mbrs: A Library for Minimum Bayes Risk Decoding ↗Hiroyuki Deguchi, Yusuke Sakai, Hidetaka Kamigaito et al. · System Demonstrations3 citations
- xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics ↗Daniil Larionov, Mikhail Seleznyov, Vasiliy Viskov et al.3 citations
- $\textttModSCAN$: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities ↗Yukun Jiang, Zheng Li, Xinyue Shen et al.2 citations
- ***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models ↗Abhilash Nandy, Yash Agarwal, Ashish Patwa et al.2 citations
- 1+1\ensuremath>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? ↗Yue Huang, Chenrui Fan, Yuan Li et al.2 citations
- A Closer Look at Multidimensional Online Political Incivility ↗Sagi Pendzel, Nir Lotan, Alon Zoizner et al.2 citations
- A Generic Method for Fine-grained Category Discovery in Natural Language Texts ↗Chang Tian, Matthew B. Blaschko, Wenpeng Yin et al.2 citations
- A Multi-Perspective Analysis of Memorization in Large Language Models ↗Bowen Chen, Namgi Han, Yusuke Miyao2 citations
- A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks ↗Elie Antoine, Frederic Bechet, Géraldine Damnati et al.2 citations
- ABLE: Personalized Disability Support with Politeness and Empathy Integration ↗Kshitij Mishra, Manisha Burja, Asif Ekbal2 citations
- ABSEval: An Agent-based Framework for Script Evaluation ↗Sirui Liang, Baoli Zhang, Jun Zhao et al.2 citations
- AI for Science in the Era of Large Language Models ↗Zhenyu Bi, Minghao Xu, Jian Tang et al. · Tutorial Abstracts2 citations
- AKEW: Assessing Knowledge Editing in the Wild ↗Xiaobao Wu, Liangming Pan, William Yang Wang et al.2 citations
- ASTRA: Automatic Schema Matching using Machine Translation ↗Tarang Chugh, Deepak Zambre · Industry Track2 citations
- ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models ↗Fu Zhang, Yifan Ding, Jingwei Cheng2 citations
- Academics Can Contribute to Domain-Specialized Language Models ↗Mark Dredze, Genta Indra Winata, Prabhanjan Kambadur et al.2 citations
- Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve? ↗Fırat Öncel, Matthias Bethge, Beyza Ermis et al.2 citations
- Advancing Large Language Model Attribution through Self-Improving ↗Lei Huang, Xiaocheng Feng, Weitao Ma et al.2 citations
- Advancing Process Verification for Large Language Models via Tree-Based Preference Learning ↗Mingqian He, Yongliang Shen, Wenqi Zhang et al.2 citations
- Advancing Test-Time Adaptation in Wild Acoustic Test Settings ↗Hongfu Liu, Hengguan Huang, Ye Wang2 citations
- AlignCap: Aligning Speech Emotion Captioning to Human Preferences ↗Ziqi Liang, Haoxiang Shi, Hanhui Chen2 citations
- AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset ↗Dante Everaert, Rohit Patki, Tianqi Zheng et al. · Industry Track2 citations
- An Analysis of Multilingual FActScore ↗Vu Trong Kim, Michael Krumdick, Varshini Reddy et al.2 citations
- An Experimental Analysis on Evaluating Patent Citations ↗Rabindra Nath Nandi, Suman Kalyan Maity, Brian Uzzi et al.2 citations
- AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction ↗Hongru Wang, Rui Wang, Boyang Xue et al.2 citations
- Argument Relation Classification through Discourse Markers and Adversarial Training ↗Michele Luca Contalbo, Francesco Guerra, Matteo Paganelli2 citations
- ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models ↗Benjamin Newman, Yoonjoo Lee, Aakanksha Naik et al.2 citations
- Atomic Inference for NLI with Generated Facts as Atoms ↗Joe Stacey, Pasquale Minervini, Haim Dubossarsky et al.2 citations
- Atomic Self-Consistency for Better Long Form Generations ↗Raghuveer Thirukovalluru, Yukun Huang, Bhuwan Dhingra2 citations
- Attribute or Abstain: Large Language Models as Long Document Assistants ↗Jan Buchmann, Xiao Liu, Iryna Gurevych2 citations
- BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training ↗Pavel Chizhov, Catherine Arnett, Elizaveta Korotkova et al.2 citations
- BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment ↗Wenda Xu, Jiachen Li, William Yang Wang et al.2 citations
- Back to School: Translation Using Grammar Books ↗Jonathan Hus, Antonios Anastasopoulos2 citations
- Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree ↗Yuanyuan Lei, Ruihong Huang2 citations
- Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? ↗Zhe Yang, Yichang Zhang, Tianyu Liu et al.2 citations
- CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures ↗Ekaterina Sviridova, Anar Yeginbergen, Ainara Estarrona et al.2 citations
- CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing ↗Xinyi He, Jiaru Zou, Yun Lin et al.2 citations
- CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation ↗Renhao Li, Minghuan Tan, Derek F. Wong et al.2 citations
- CoGen: Learning from Feedback with Coupled Comprehension and Generation ↗Mustafa Omer Gul, Yoav Artzi · 🏆 Best Paper Award2 citations
- Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code ↗Hyungjoo Chae, Taeyoon Kwon, Seungjun Moon et al.2 citations
- Commonsense Knowledge Editing Based on Free-Text in LLMs ↗Xiusheng Huang, Yequan Wang, Jun Zhao et al.2 citations
- Consistent Autoformalization for Constructing Mathematical Libraries ↗Lan Zhang, Xin Quan, Andre Freitas2 citations
- Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs ↗Liu Ran, Zhongzhou Liu, Xiaoli Li et al.2 citations
- Control Large Language Models via Divide and Conquer ↗Bingxuan Li, Yiwei Wang, Tao Meng et al.2 citations
- ControlMath: Controllable Data Generation Promotes Math Generalist Models ↗Nuo Chen, Ning Wu, Jianhui Chang et al.2 citations
- Countering Hateful and Offensive Speech Online - Open Challenges ↗Flor Miriam Plaza-del-Arco, Debora Nozza, Marco Guerini et al. · Tutorial Abstracts2 citations
- Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective ↗Zhihao Zhang, Sophia Yat Mei Lee, Junshuang Wu et al.2 citations
- DA$^3$: A Distribution-Aware Adversarial Attack against Language Models ↗Yibo Wang, Xiangjue Dong, James Caverlee et al.2 citations
- DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing ↗Devleena Das, Vivek Khetan2 citations
- DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models ↗Wenjing Ke, Zhe Li, Dong Li et al. · Industry Track2 citations
- DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering ↗Jing Jin, Houfeng Wang, Hao Zhang et al.2 citations
- Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models ↗Zhengxuan Wu, Yuhao Zhang, Peng Qi et al.2 citations
- DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning ↗Maksim Savkin, Anastasia Voznyuk, Fedor Ignatov et al. · System Demonstrations2 citations
- Development of Cognitive Intelligence in Pre-trained Language Models ↗Raj Sanjay Shah, Khushi Bhardwaj, Sashank Varma2 citations
- Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction ↗Sergio Burdisso, Srikanth Madikeri, Petr Motlicek2 citations
- Dissecting Fine-Tuning Unlearning in Large Language Models ↗Yihuai Hong, Yuelin Zou, Lijie Hu et al.2 citations
- Do LLMs Know to Respect Copyright Notice? ↗Jialiang Xu, Shenglan Li, Zhaozhuo Xu et al.2 citations
- Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations ↗Nicolò Penzo, Maryam Sajedinia, Bruno Lepri et al.2 citations
- Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA ↗Maharshi Gor, Hal Daumé III, Tianyi Zhou et al.2 citations
- Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? ↗Gregor Geigle, Radu Timofte, Goran Glavaš2 citations
- Domain adapted machine translation: What does catastrophic forgetting forget and why? ↗Danielle Saunders, Steve DeNeefe2 citations
- Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration ↗Xin Mao, Feng-Lin Li, Huimin Xu et al.2 citations
- Don't be my Doctor! Recognizing Healthcare Advice in Large Language Models ↗Kellen Tan Cheng, Anna Lisa Gentile, Pengyuan Li et al. · Industry Track2 citations
- Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models ↗Somanshu Singla, Zhen Wang, Tianyang Liu et al.2 citations
- EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning ↗Ashish Seth, Ramaneswaran Selvakumar, S Sakshi et al.2 citations
- Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA ↗Nikita Krayko, Ivan Sidorov, Fedor Laputin et al. · Industry Track2 citations
- Efficient Vision-Language pre-training via domain-specific learning for human activities ↗Adrian Bulat, Yassine Ouali, Ricardo Guerrero et al.2 citations
- Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence ↗Junru Lu, Jiazheng Li, Siyu An et al.2 citations
- Embedded Named Entity Recognition using Probing Classifiers ↗Nicholas Popovic, Michael Färber2 citations
- Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training ↗Wenbo Li, Guohao Li, Zhibin Lan et al.2 citations
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