ACL 2024: all accepted papers
- More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play ↗Wichayaporn Wongkamjan, Feng Gu, Yanze Wang et al. · Long Papers1 citation
- Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ↗Yue Fan, Jing Gu, Kaiwen Zhou et al. · Long Papers1 citation
- Multimodal Contextualized Semantic Parsing from Speech ↗Jordan Voas, David Harwath, Ray Mooney · Long Papers1 citation
- Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ↗Zihao Lin, Mohammad Beigi, Hongxuan Li et al. · Long Papers1 citation
- On the Hallucination in Simultaneous Machine Translation ↗Meizhi Zhong, Kehai Chen, Zhengshan Xue et al. · Short Papers1 citation
- On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning ↗Franz Nowak, Anej Svete, Alexandra Butoi et al. · Long Papers1 citation
- Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ↗Junfan Chen, Richong Zhang, Junchi Chen et al. · Long Papers1 citation
- PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ↗Zhihan Zhang, Dong-Ho Lee, Yuwei Fang et al. · Long Papers1 citation
- PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ↗Fangzhi Xu, Qika Lin, Tianzhe Zhao et al. · Long Papers1 citation
- Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ↗Brendan Park, Madeline Janecek, Naser Ezzati-Jivan et al. · Long Papers1 citation
- Pouring Your Heart Out: Investigating the Role of Figurative Language in Online Expressions of Empathy ↗Gyeongeun Lee, Christina Wong, Meghan Guo et al. · Long Papers1 citation
- Proofread: Fixes All Errors with One Tap ↗Renjie Liu, Yanxiang Zhang, Yun Zhu et al. · System Demonstrations1 citation
- Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model ↗Christian Tomani, David Vilar, Markus Freitag et al. · Long Papers1 citation
- Robust Frame-Semantic Models with Lexical Unit Trees and Negative Samples ↗Jacob Devasier, Yogesh Gurjar, Chengkai Li · Long Papers1 citation
- Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ↗Ning Bian, Xianpei Han, Hongyu Lin et al. · Long Papers1 citation
- SBAAM! Eliminating Transcript Dependency in Automatic Subtitling ↗Marco Gaido, Sara Papi, Matteo Negri et al. · Long Papers1 citation
- SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer's Disease Detection ↗FangFang Li, Cheng Huang, PuZhen Su et al. · Long Papers · 🏆 Outstanding Paper Award1 citation
- STREAM: Simplified Topic Retrieval, Exploration, and Analysis Module ↗Anton Frederik Thielmann, Arik Reuter, Benjamin Säfken et al. · Short Papers1 citation
- Search-Adaptor: Embedding Customization for Information Retrieval ↗Jinsung Yoon, Yanfei Chen, Sercan Arik et al. · Long Papers1 citation
- Small But Funny: A Feedback-Driven Approach to Humor Distillation ↗Sahithya Ravi, Patrick Huber, Akshat Shrivastava et al. · Long Papers1 citation
- SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ↗Nan He, Weichen Xiong, Hanwen Liu et al. · Long Papers1 citation
- Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors ↗Mengge Xue, Zhenyu Hu, Liqun Liu et al. · Long Papers1 citation
- The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models ↗Adithya Bhaskar, Dan Friedman, Danqi Chen · Long Papers1 citation
- The Hidden Space of Transformer Language Adapters ↗Jesujoba Alabi, Marius Mosbach, Matan Eyal et al. · Long Papers1 citation
- Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition ↗Tyler McDonald, Ali Emami · Student Research Workshop1 citation
- Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection ↗Haoyang Wen, Eduard Hovy, Alexander Hauptmann · Long Papers1 citation
- Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing ↗Behzad Shayegh, Yuqiao Wen, Lili Mou · Long Papers · 🏆 SAC Award: Syntax(Tagging, Chunking and Parsing)1 citation
- UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ↗Haoyu Wang, Shuo Wang, Yukun Yan et al. · Long Papers1 citation
- UltraSparseBERT: 99% Conditionally Sparse Language Modelling ↗Peter Belcak, Roger Wattenhofer · Short Papers1 citation
- Uncertainty Aware Learning for Language Model Alignment ↗Yikun Wang, Rui Zheng, Liang Ding et al. · Long Papers1 citation
- Uncovering the Full Potential of Visual Grounding Methods in VQA ↗Daniel Reich, Tanja Schultz · Long Papers1 citation
- Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ↗Songju Lei, Xize Cheng, Mengjiao Lyu et al. · Long Papers1 citation
- Wav2Gloss: Generating Interlinear Glossed Text from Speech ↗Taiqi He, Kwanghee Choi, Lindia Tjuatja et al. · Long Papers1 citation
- When Only Time Will Tell: Interpreting How Transformers Process Local Ambiguities Through the Lens of Restart-Incrementality ↗Brielen Madureira, Patrick Kahardipraja, David Schlangen · Long Papers1 citation
- Word Matters: What Influences Domain Adaptation in Summarization? ↗Yinghao Li, Siyu Miao, Heyan Huang et al. · Long Papers1 citation
- XNLP: An Interactive Demonstration System for Universal Structured NLP ↗Hao Fei, Meishan Zhang, Min Zhang et al. · System Demonstrations1 citation
- A Computational Analysis and Exploration of Linguistic Borrowings in French Rap Lyrics ↗Lucas Zurbuchen, Rob Voigt · Student Research Workshop
- ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection ↗Janek Herrlein, Chia-Chien Hung, Goran Glavaš · Student Research Workshop
- AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ↗Zhaowei Wang, Wei Fan, Qing Zong et al. · Long Papers
- Action Inference for Destination Prediction in Vision-and-Language Navigation ↗Anirudh Kondapally, Kentaro Yamada, Hitomi Yanaka · Student Research Workshop
- An Information-Theoretic Approach to Analyze NLP Classification Tasks ↗Luran Wang, Mark Gales, Vatsal Raina · Long Papers
- Automatic Derivation of Semantic Representations for Thai Serial Verb Constructions: A Grammar-Based Approach ↗Vipasha Bansal · Student Research Workshop
- Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models ↗Enrico Benedetti, Akiko Aizawa, Florian Boudin · Student Research Workshop
- Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ↗Gregor Geigle, Radu Timofte, Goran Glavaš · Long Papers
- Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ↗James O'Doherty, Cian Nolan, Yufang Hou et al. · Student Research Workshop
- Beyond Memorization: The Challenge of Random Memory Access in Language Models ↗Tongyao Zhu, Qian Liu, Liang Pang et al. · Long Papers
- Beyond Orthography: Automatic Recovery of Short Vowels and Dialectal Sounds in ArabicYassine El Kheir, Hamdy Mubarak, Ahmed Ali et al. · Long Papersour summary
- BotEval: Facilitating Interactive Human Evaluation ↗Hyundong Cho, Thamme Gowda, Yuyang Huang et al. · System Demonstrations
- Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness ↗Manas Madine, Rohan Pandey, Vara Prasad Gudi et al. · Student Research Workshop
- CARE: A Clue-guided Assistant for CSRs to Read User Manuals ↗Weihong Du, Jia Liu, Zujie Wen et al. · Long Papers
- COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation ↗Maxime Darrin, Philippe Formont, Jackie Cheung et al. · Long Papers · 🏆 SAC Award: Summarization
- Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ↗Xiang Zhang, Khatoon Khedri, Reza Rawassizadeh · Student Research Workshop
- Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent EncodersYuwei Zhang, Siffi Singh, Sailik Sengupta et al. · Long Papersour summary
- ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ↗Santosh T.Y.S.S, Tuan-Quang Vuong, Matthias Grabmair · Long Papers
- CoELM: Construction-Enhanced Language Modeling ↗Lvxiaowei Xu, Zhilin Gong, Jianhua Dai et al. · Long Papers
- CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units ↗Yeeun Kang · Student Research Workshop
- Computational Expressivity of Neural Language Models ↗Alexandra Butoi, Robin Chan, Ryan Cotterell et al. · Tutorial Abstracts
- Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ↗Jingyuan Sun, Shaonan Wang, Zijiao Chen et al. · Tutorial Abstracts
- Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor ↗Sangwon Yu, Changmin Lee, Hojin Lee et al. · Long Papers
- DDPrompt: Differential Diversity Prompting in Large Language Models ↗Lin Mu, Wenhao Zhang, Yiwen Zhang et al. · Short Papers
- Demystifying Instruction Mixing for Fine-tuning Large Language Models ↗Renxi Wang, Haonan Li, Minghao Wu et al. · Student Research Workshop
- Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models ↗Yida Zhao, Chao Lou, Kewei Tu · Long Papers
- Direct Metric Optimization for Image Captioning through Reward-Weighted Augmented Data Utilization ↗Takumi Takada, Yuma Suzuki, Hiroki Takushima et al. · Long Papers
- Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics ↗Chun Hei Lo, Wai Lam, Hong Cheng et al. · Long Papers · 🏆 SAC Award: Semantics(Lexical)
- Document Alignment based on Overlapping Fixed-Length Segments ↗Xiaotian Wang, Takehito Utsuro, Masaaki Nagata · Student Research Workshop
- Dodo: Dynamic Contextual Compression for Decoder-only LMs ↗Guanghui Qin, Corby Rosset, Ethan C. Chau et al. · Long Papers
- Eliciting Better Multilingual Structured Reasoning from LLMs through Code ↗Bryan Li, Tamer Alkhouli, Daniele Bonadiman et al. · Long Papers
- Estimating the Level of Dialectness Predicts Inter-annotator Agreement in Multi-dialect Arabic Datasets ↗Amr Keleg, Walid Magdy, Sharon Goldwater · Short Papers · 🏆 Outstanding Paper Award
- Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding ↗Huang Lei, Jiaming Guo, Guanhua He et al. · Long Papers
- Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ↗Bin Sun, Jianfeng Li, Hao Zhou et al. · Short Papers
- Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning ↗Pin-Jie Lin, Miaoran Zhang, Marius Mosbach et al. · Student Research Workshop
- F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ↗Yu Sun, Keyu Chen, Shujie Wang et al. · Long Papers
- Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation ↗Pius Von Däniken, Jan Deriu, Don Tuggener et al. · Long Papers
- Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ↗Liyan Xu, Jiangnan Li, Mo Yu et al. · Long Papers
- Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ↗Yunsoo Kim · Student Research Workshop
- Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ↗Feiteng Mu, Wenjie Li · Long Papers
- Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity ↗Sophie Wu, Anita Zheng, Joey Chuang · Student Research Workshop
- IMGTB: A Framework for Machine-Generated Text Detection Benchmarking ↗Michal Spiegel, Dominik Macko · System Demonstrations
- Impacts of Misspelled Queries on Translation and Product Search ↗Greg Hanneman, Natawut Monaikul, Taichi Nakatani · Long Papers
- Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings ↗Yichen Jiang, Xiang Zhou, Mohit Bansal · Long Papers
- InstructCoder: Instruction Tuning Large Language Models for Code Editing ↗Kaixin Li, Qisheng Hu, James Xu Zhao et al. · Student Research Workshop
- Intrinsic Task-based Evaluation for Referring Expression Generation ↗Guanyi Chen, Fahime Same, Kees Van Deemter · Long Papers
- LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ↗Xiaomeng Zhu, Robert Frank · Long Papers
- Language Models Don't Learn the Physical Manifestation of Language ↗Bruce Lee, Jaehyuk Lim · Long Papers
- MAP's not dead yet: Uncovering true language model modes by conditioning away degeneracy ↗Davis Yoshida, Kartik Goyal, Kevin Gimpel · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Generation
- MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations ↗Gia-Bao Ho, Chang Tan, Zahra Darban et al. · Short Papers
- MULFE: A Multi-Level Benchmark for Free Text Model Editing ↗Chenhao Wang, Pengfei Cao, Zhuoran Jin et al. · Long Papers
- MaskLID: Code-Switching Language Identification through Iterative Masking ↗Amir Hossein Kargaran, François Yvon, Hinrich Schuetze · Short Papers
- MoExtend: Tuning New Experts for Modality and Task Extension ↗Shanshan Zhong, Shanghua Gao, Zhongzhan Huang et al. · Student Research Workshop
- NICE: To Optimize In-Context Examples or Not? ↗Pragya Srivastava, Satvik Golechha, Amit Deshpande et al. · Long Papers
- Naming, Describing, and Quantifying Visual Objects in Humans and LLMs ↗Alberto Testoni, Juell Sprott, Sandro Pezzelle · Short Papers
- Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language Models ↗Tharindu Madusanka, Ian Pratt-Hartmann, Riza Batista-Navarro · Long Papers · 🏆 Best Paper Award
- OLIVE: Object Level In-Context Visual Embeddings ↗Timothy Ossowski, Junjie Hu · Long Papers
- On Improving Repository-Level Code QA for Large Language Models ↗Jan Strich, Florian Schneider, Irina Nikishina et al. · Student Research Workshop
- On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms ↗Deliang Wang, Gaowei Chen · Student Research Workshop
- PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning ↗Xiaoqi Qiu, Yongjie Wang, Xu Guo et al. · Long Papers
- Paraphrasing in Affirmative Terms Improves Negation Understanding ↗MohammadHossein Rezaei, Eduardo Blanco · Short Papers
- Plot Retrieval as an Assessment of Abstract Semantic Association ↗Shicheng Xu, Liang Pang, Jiangnan Li et al. · Student Research Workshop
- PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations ↗Qihao Yang, Yong Li, Xuelin Wang et al. · Long Papers
- Presentation Matters: How to Communicate Science in the NLP Venues and in the Wild ↗Sarvnaz Karimi, Cecile Paris, Gholamreza Haffari · Tutorial Abstracts
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