EMNLP 2024: all accepted papers
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- GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation ↗Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang et al. · Industry Track1 citation
- Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory ↗Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen et al.1 citation
- Generation with Dynamic Vocabulary ↗Yanting Liu, Tao Ji, Changzhi Sun et al.1 citation
- Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners ↗Shimao Zhang, Changjiang Gao, Wenhao Zhu et al.1 citation
- Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents ↗Dong Won Lee, Hae Won Park, Yoon Kim et al.1 citation
- GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text ↗Michael Ginn, Lindia Tjuatja, Taiqi He et al.1 citation
- Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt ↗Peter Anderson, Mano Vikash Janardhanan, Jason He et al. · Industry Track1 citation
- Grounding Language in Multi-Perspective Referential Communication ↗Zineng Tang, Lingjun Mao, Alane Suhr1 citation
- Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective ↗Van-Cuong Pham, Thien Huu Nguyen1 citation
- How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective ↗Teng Xiao, Mingxiao Li, Yige Yuan et al.1 citation
- IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method ↗MiHyeon Kim, Juhyoung Park, YoungBin Kim1 citation
- Identifying High Consideration E-Commerce Search Queries ↗Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu et al. · Industry Track1 citation
- Improve Dense Passage Retrieval with Entailment Tuning ↗Lu Dai, Hao Liu, Hui Xiong1 citation
- Improving Minimum Bayes Risk Decoding with Multi-Prompt ↗David Heineman, Yao Dou, Wei Xu1 citation
- Improving Multi-party Dialogue Generation via Topic and Rhetorical Coherence ↗Yaxin Fan, Peifeng Li, Qiaoming Zhu1 citation
- Induct-Learn: Short Phrase Prompting with Instruction Induction ↗Po-Chun Chen, Sheng-Lun Wei, Hen-Hsen Huang et al.1 citation
- IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning ↗Soumya Suvra Ghosal, Samyadeep Basu, Soheil Feizi et al.1 citation
- Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training ↗Xiaoyang Yi, Yuru Bao, Jian Zhang et al.1 citation
- Interpretability-based Tailored Knowledge Editing in Transformers ↗Yihuai Hong, Aldo Lipani1 citation
- Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis ↗Guangliang Liu, Haitao Mao, Jiliang Tang et al.1 citation
- Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? ↗Pinzhen Chen, Simon Yu, Zhicheng Guo et al.1 citation
- Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text ↗Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay1 citation
- LLM-Evolve: Evaluation for LLM's Evolving Capability on Benchmarks ↗Jiaxuan You, Mingjie Liu, Shrimai Prabhumoye et al.1 citation
- LLMs Are Zero-Shot Context-Aware Simultaneous Translators ↗Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura1 citation
- Label Confidence Weighted Learning for Target-level Sentence Simplification ↗Xin Ying Qiu, Jingshen Zhang1 citation
- Language Concept Erasure for Language-invariant Dense Retrieval ↗Zhiqi Huang, Puxuan Yu, Shauli Ravfogel et al.1 citation
- Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing ↗Fangkai Jiao, Chengwei Qin, Zhengyuan Liu et al. · 🏆 Outstanding Paper Award1 citation
- Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning ↗David Schulte, Felix Hamborg, Alan Akbik1 citation
- Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models ↗Philipp Mondorf, Barbara Plank1 citation
- Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval ↗Dae Yon Hwang, Bilal Taha, Harshit Pande et al.1 citation
- MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot ↗Mirae Kim, Kyubum Hwang, Hayoung Oh et al. · Industry Track1 citation
- MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications ↗Xiangru Tang, Chunyuan Deng, Hanmin Wang et al. · System Demonstrations1 citation
- MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages ↗Marco Gaido, Sara Papi, Luisa Bentivogli et al.1 citation
- MTLS: Making Texts into Linguistic Symbols ↗Wenlong Fei, Xiaohua Wang, Min Hu et al.1 citation
- Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training ↗Yixuan Wang, Xianzhen Luo, Fuxuan Wei et al.1 citation
- Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions ↗Jinsung Yoon, Rajarishi Sinha, Sercan O Arik et al.1 citation
- Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk ↗Zhiyuan Zeng, Qipeng Guo, Xiaoran Liu et al.1 citation
- Mentor-KD: Making Small Language Models Better Multi-step Reasoners ↗Hojae Lee, Junho Kim, SangKeun Lee1 citation
- Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification ↗Pinyi Zhang, Jingyang Chen, Junchen Shen et al.1 citation
- MetaReflection: Learning Instructions for Language Agents using Past Reflections ↗Priyanshu Gupta, Shashank Kirtania, Ananya Singha et al.1 citation
- Methods of Automatic Matrix Language Determination for Code-Switched Speech ↗Olga Iakovenko, Thomas Hain1 citation
- Mitigate Extrinsic Social Bias in Pre-trained Language Models via Continuous Prompts Adjustment ↗Yiwei Dai, Hengrui Gu, Ying Wang et al.1 citation
- Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging ↗Yiming Ju, Ziyi Ni, Xingrun Xing et al.1 citation
- Mixture of Diverse Size Experts ↗Manxi Sun, Wei Liu, Jian Luan et al. · Industry Track1 citation
- Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules ↗Zhuocheng Gong, Ang Lv, Jian Guan et al.1 citation
- Model-based Preference Optimization in Abstractive Summarization without Human Feedback ↗Jaepill Choi, Kyubyung Chae, Jiwoo Song et al.1 citation
- Modeling Nonnative Sentence Processing with L2 Language Models ↗Tatsuya Aoyama, Nathan Schneider1 citation
- Nash CoT: Multi-Path Inference with Preference Equilibrium ↗Ziqi Zhang, Cunxiang Wang, Xiao Xiong et al.1 citation
- NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries ↗Simona Emilova Doneva, Tilia Ellendorff, Beate Sick et al.1 citation
- News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring ↗Adil Nygaard, Ashish Upadhyay, Lauren Hinkle et al. · Industry Track1 citation
- Noise, Novels, Numbers. A Framework for Detecting and Categorizing Noise in Danish and Norwegian Literature ↗Ali Al-Laith, Daniel Hershcovich, Jens Bjerring-Hansen et al.1 citation
- OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems ↗Linyong Nan, Weining Fang, Aylin Rasteh et al. · Industry Track1 citation
- Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm ↗Michael Wiegand, Josef Ruppenhofer1 citation
- On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices ↗Branislav Pecher, Ivan Srba, Maria Bielikova1 citation
- On the Robustness of Editing Large Language Models ↗Xinbei Ma, Tianjie Ju, Jiyang Qiu et al.1 citation
- OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation ↗Tanvir Mahmud, Diana Marculescu1 citation
- OpenT2T: An Open-Source Toolkit for Table-to-Text Generation ↗Haowei Zhang, Shengyun Si, Yilun Zhao et al. · System Demonstrations1 citation
- Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach ↗ZiHao Xiao, Jiefu Gong, Shijin Wang et al.1 citation
- Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach ↗Siqi Li, Danni Liu, Jan Niehues1 citation
- PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents ↗Vijit Malik, Akshay Jagatap, Vinayak S Puranik et al. · Industry Track1 citation
- PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study ↗Yuqing Zhang, Baoyi He, Yihan Chen et al.1 citation
- Please note that I'm just an AI: Analysis of Behavior Patterns of LLMs in (Non-)offensive Speech Identification ↗Esra Dönmez, Thang Vu, Agnieszka Falenska1 citation
- Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation ↗Yuhui Zhang, Brandon McKinzie, Zhe Gan et al.1 citation
- Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision ↗Fan Jiang, Tom Drummond, Trevor Cohn1 citation
- PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation ↗Libo Zhao, Jing Li, Ziqian Zeng1 citation
- PyMarian: Fast Neural Machine Translation and Evaluation in Python ↗Thamme Gowda, Roman Grundkiewicz, Elijah Rippeth et al. · System Demonstrations1 citation
- Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts ↗Xianzhen Luo, Qingfu Zhu, Zhiming Zhang et al.1 citation
- QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis ↗Abhijit Manatkar, Ashlesha Akella, Parthivi Gupta et al. · Industry Track1 citation
- Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization ↗Md Tahmid Rahman Laskar, Elena Khasanova, Xue-Yong Fu et al. · Industry Track1 citation
- Rationale-Aware Answer Verification by Pairwise Self-Evaluation ↗Akira Kawabata, Saku Sugawara1 citation
- Reasoning with Natural Language Explanations ↗Marco Valentino, André Freitas · Tutorial Abstracts1 citation
- Red Teaming Language Models for Processing Contradictory Dialogues ↗Xiaofei Wen, Bangzheng Li, Tenghao Huang et al.1 citation
- Representational Analysis of Binding in Language Models ↗Qin Dai, Benjamin Heinzerling, Kentaro Inui1 citation
- Rethinking the Evaluation of In-Context Learning for LLMs ↗Guoxin Yu, Lemao Liu, Mo Yu et al.1 citation
- Retrieval Augmented Spelling Correction for E-Commerce Applications ↗Xuan Guo, Rohit Patki, Dante Everaert et al. · Industry Track1 citation
- Reusing Transferable Weight Increments for Low-resource Style Generation ↗Chunzhen Jin, Eliot Huang, Heng Chang et al.1 citation
- SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models ↗Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim et al. · Industry Track1 citation
- SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation ↗Chenming Tang, Zhixiang Wang, Yunfang Wu1 citation
- SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science ↗Yeachan Kim, Jun-Hyung Park, SungHo Kim et al. · Industry Track1 citation
- SEGMENT+: Long Text Processing with Short-Context Language Models ↗Wei Shi, Shuang Li, Kerun Yu et al.1 citation
- SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration ↗Yuanhao Shen, Xiaodan Zhu, Lei Chen · Industry Track1 citation
- Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play ↗Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen et al. · System Demonstrations1 citation
- Scope-enhanced Compositional Semantic Parsing for DRT ↗Xiulin Yang, Jonas Groschwitz, Alexander Koller et al.1 citation
- Seg2Act: Global Context-aware Action Generation for Document Logical Structuring ↗Zichao Li, Shaojie He, Meng Liao et al.1 citation
- Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations ↗Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau et al.1 citation
- Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models ↗Christopher Schröder, Gerhard Heyer1 citation
- Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers ↗Aditya Yedetore, Najoung Kim1 citation
- SpeechQE: Estimating the Quality of Direct Speech Translation ↗HyoJung Han, Kevin Duh, Marine Carpuat1 citation
- Stable Language Model Pre-training by Reducing Embedding Variability ↗Woojin Chung, Jiwoo Hong, Na Min An et al.1 citation
- Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation ↗Tong Zhang, Chen Huang, Yang Deng et al.1 citation
- Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations ↗Matthias Lindemann, Alexander Koller, Ivan Titov1 citation
- Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising ↗Amir Tavanaei, Kee Kiat Koo, Hayreddin Ceker et al. · Industry Track1 citation
- Subword Segmentation in LLMs: Looking at Inflection and Consistency ↗Marion Di Marco, Alexander Fraser1 citation
- Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution ↗Ankita Sinha, Wendi Cui, Kamalika Das et al. · Industry Track1 citation
- Systematic Evaluation of Long-Context LLMs on Financial Concepts ↗Lavanya Gupta, Saket Sharma, Yiyun Zhao · Industry Track1 citation
- TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs ↗Peiwen Jiang, Xinbo Lin, Zibo Zhao et al.1 citation
- Table Question Answering for Low-resourced Indic Languages ↗Vaishali Pal, Evangelos Kanoulas, Andrew Yates et al.1 citation
- Tag-grounded Visual Instruction Tuning with Retrieval Augmentation ↗Daiqing Qi, Handong Zhao, Zijun Wei et al.1 citation
- Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment ↗Zhenyu Liu, Dongfang Li, Xinshuo Hu et al.1 citation
- Task Oriented In-Domain Data Augmentation ↗Xiao Liang, Xinyu Hu, Simiao Zuo et al.1 citation
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