ACL 2024: all accepted papers
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- Aligning Large Language Models by On-Policy Self-Judgment ↗Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour et al. · Long Papers4 citations
- An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ↗Daking Rai, Ziyu Yao · Long Papers4 citations
- CHECKWHY: Causal Fact Verification via Argument Structure ↗Jiasheng Si, Yibo Zhao, Yingjie Zhu et al. · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Sentiment Analysis, Stylistic Analysis, and Argument Mining4 citations
- CLOMO: Counterfactual Logical Modification with Large Language Models ↗Yinya Huang, Ruixin Hong, Hongming Zhang et al. · Long Papers4 citations
- Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ↗Qingkai Fang, Shaolei Zhang, Zhengrui Ma et al. · Long Papers4 citations
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks ↗Aryaman Arora, Dan Jurafsky, Christopher Potts · Long Papers · 🏆 Outstanding Paper Award; SAC Award: Interpretability and Analysis of Models for NLP4 citations
- Context versus Prior Knowledge in Language Models ↗Kevin Du, Vésteinn Snæbjarnarson, Niklas Stoehr et al. · Long Papers4 citations
- Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space ↗Gaurav Verma, Minje Choi, Kartik Sharma et al. · Short Papers4 citations
- D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ↗Zihan Liao, Hang Yu, Jianguo Li et al. · Long Papers4 citations
- Decoder-only Streaming Transformer for Simultaneous Translation ↗Shoutao Guo, Shaolei Zhang, Yang Feng · Long Papers4 citations
- Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ↗Carlos Mullov, Quan Pham, Alexander Waibel · Long Papers4 citations
- Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ↗Jingxuan Han, Quan Wang, Zikang Guo et al. · Long Papers4 citations
- Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ↗Agostina Calabrese, Leonardo Neves, Neil Shah et al. · Short Papers4 citations
- Exploring Hybrid Question Answering via Program-based Prompting ↗Qi Shi, Han Cui, Haofeng Wang et al. · Long Papers4 citations
- Fine-Tuned Machine Translation Metrics Struggle in Unseen DomainsVilém Zouhar, Shuoyang Ding, Anna Currey et al. · Short Papers4 citations · our summary
- Generating and Evaluating Plausible Explanations for Knowledge Graph Completion ↗Antonio Di Mauro, Zhao Xu, Wiem Ben Rim et al. · Long Papers4 citations
- Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ↗Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida et al. · Long Papers4 citations
- HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ↗Yuxuan Liu, Tianchi Yang, Shaohan Huang et al. · Long Papers4 citations
- Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation ↗Wen Wu, Bo Li, Chao Zhang et al. · Long Papers4 citations
- How to Engage your Readers? Generating Guiding Questions to Promote Active Reading ↗Peng Cui, Vilém Zouhar, Xiaoyu Zhang et al. · Long Papers4 citations
- Hypergraph based Understanding for Document Semantic Entity Recognition ↗Qiwei Li, Zuchao Li, Ping Wang et al. · Long Papers4 citations
- IAPT: Instance-Aware Prompt Tuning for Large Language Models ↗Wei Zhu, Aaron Tian, Congrui Yin et al. · Long Papers4 citations
- ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ↗Arkadiy Saakyan, Smaranda Muresan · Long Papers4 citations
- Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment ↗Janghwan Lee, Seongmin Park, Sukjin Hong et al. · Long Papers4 citations
- Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue ↗Jian Wang, Chak Tou Leong, Jiashuo Wang et al. · Long Papers4 citations
- Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ↗Akhila Yerukola, Saujas Vaduguru, Daniel Fried et al. · Short Papers4 citations
- JumpCoder: Go Beyond Autoregressive Coder via Online Modification ↗Mouxiang Chen, Hao Tian, Zhongxin Liu et al. · Long Papers4 citations
- LEGENT: Open Platform for Embodied Agents ↗Zhili Cheng, Zhitong Wang, Jinyi Hu et al. · System Demonstrations4 citations
- LLMBox: A Comprehensive Library for Large Language Models ↗Tianyi Tang, Yiwen Hu, Bingqian Li et al. · System Demonstrations4 citations
- Label Augmentation for Zero-Shot Hierarchical Text Classification ↗Lorenzo Paletto, Valerio Basile, Roberto Esposito · Long Papers4 citations
- Learnable Privacy Neurons Localization in Language Models ↗Ruizhe Chen, Tianxiang Hu, Yang Feng et al. · Short Papers4 citations
- LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ↗Xiao Yu, Yunan Lu, Zhou Yu · System Demonstrations4 citations
- MIST: Mutual Information Maximization for Short Text Clustering ↗Krissanee Kamthawee, Can Udomcharoenchaikit, Sarana Nutanong · Long Papers4 citations
- Making Long-Context Language Models Better Multi-Hop Reasoners ↗Yanyang Li, Shuo Liang, Michael Lyu et al. · Long Papers4 citations
- Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ↗Changyu Chen, Xiting Wang, Ting-En Lin et al. · Long Papers4 citations
- Media Framing: A typology and Survey of Computational Approaches Across Disciplines ↗Yulia Otmakhova, Shima Khanehzar, Lea Frermann · Long Papers · 🏆 Outstanding Paper Award4 citations
- MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations ↗Yuxin Wang, Ivory Yang, Saeed Hassanpour et al. · Long Papers4 citations
- Missci: Reconstructing Fallacies in Misrepresented Science ↗Max Glockner, Yufang Hou, Preslav Nakov et al. · Long Papers4 citations
- MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech ↗Shengpeng Ji, Ziyue Jiang, Hanting Wang et al. · Long Papers4 citations
- MultiPICo: Multilingual Perspectivist Irony CorpusSilvia Casola, Simona Frenda, Soda Marem Lo et al. · Long Papers · 🏆 Outstanding Paper Award4 citations · our summary
- NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ↗Tamara Czinczoll, Christoph Hönes, Maximilian Schall et al. · Long Papers4 citations
- POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation ↗Shilong Pan, Zhiliang Tian, Liang Ding et al. · Long Papers4 citations
- Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ↗Yuchong Sun, Che Liu, Kun Zhou et al. · Long Papers4 citations
- Predicting Text Preference Via Structured Comparative Reasoning ↗Jing Nathan Yan, Tianqi Liu, Justin Chiu et al. · Long Papers4 citations
- Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games ↗Yizhe Zhang, Jiarui Lu, Navdeep Jaitly · Long Papers4 citations
- Prompt Refinement with Image Pivot for Text-to-Image Generation ↗Jingtao Zhan, Qingyao Ai, Yiqun Liu et al. · Long Papers4 citations
- REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset ↗Vaidehi Patil, Leonardo F. R. Ribeiro, Mengwen Liu et al. · Long Papers4 citations
- ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ↗Sidhaarth Murali, Sowmya S., Supreetha R · Student Research Workshop4 citations
- Reflect-RL: Two-Player Online RL Fine-Tuning for LMs ↗Runlong Zhou, Simon Du, Beibin Li · Long Papers4 citations
- Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods ↗Haeun Yu, Pepa Atanasova, Isabelle Augenstein · Long Papers4 citations
- SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning ↗Guoxin Chen, Kexin Tang, Chao Yang et al. · Long Papers4 citations
- Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ↗Jinglong Gao, Xiao Ding, Yiming Cui et al. · Long Papers4 citations
- Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction ↗Yice Zhang, Jie Zeng, Weiming Hu et al. · Long Papers4 citations
- Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ↗Julia Kruk, Michela Marchini, Rijul Magu et al. · Long Papers4 citations
- Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ↗Xuxin Cheng, Ziyu Yao, Yifei Xin et al. · Long Papers4 citations
- Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation ↗Tengfei Yu, Xuebo Liu, Liang Ding et al. · Long Papers4 citations
- Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer ↗Yongqi Wang, Bai Jionghao, Rongjie Huang et al. · Student Research Workshop4 citations
- StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection ↗Sara Papi, Marco Gaido, Matteo Negri et al. · Long Papers4 citations
- Systematic Task Exploration with LLMs: A Study in Citation Text Generation ↗Furkan Şahinuç, Ilia Kuznetsov, Yufang Hou et al. · Long Papers4 citations
- The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ↗David Stap, Eva Hasler, Bill Byrne et al. · Long Papers4 citations
- The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models ↗Noah Siegel, Oana-Maria Camburu, Nicolas Heess et al. · Short Papers4 citations
- Time is Encoded in the Weights of Finetuned Language Models ↗Kai Nylund, Suchin Gururangan, Noah Smith · Long Papers4 citations
- Token-wise Influential Training Data Retrieval for Large Language Models ↗Huawei Lin, Jikai Long, Zhaozhuo Xu et al. · Long Papers4 citations
- Towards Real-world Scenario: Imbalanced New Intent Discovery ↗Shun Zhang, Yan Chaoran, Jian Yang et al. · Long Papers4 citations
- Virtual Compiler Is All You Need For Assembly Code Search ↗Zeyu Gao, Hao Wang, Yuanda Wang et al. · Long Papers4 citations
- What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects ↗Verena Blaschke, Christoph Purschke, Hinrich Schuetze et al. · Short Papers4 citations
- When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ↗Ziru Chen, Michael White, Ray Mooney et al. · Long Papers4 citations
- A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ↗Megh Thakkar, Quentin Fournier, Matthew Riemer et al. · Long Papers3 citations
- A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ↗Eduard Poesina, Cornelia Caragea, Radu Tudor Ionescu · Long Papers3 citations
- A Sentiment Consolidation Framework for Meta-Review Generation ↗Miao Li, Jey Han Lau, Eduard Hovy · Long Papers3 citations
- AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ↗Yunxiao Zhao, Zhiqiang Wang, Xiaoli Li et al. · Short Papers3 citations
- AI `News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian ↗Giovanni Puccetti, Anna Rogers, Chiara Alzetta et al. · Long Papers · 🏆 SAC Award: Multilinguality and Language Diversity3 citations
- Ask Again, Then Fail: Large Language Models' Vacillations in Judgment ↗Qiming Xie, Zengzhi Wang, Yi Feng et al. · Long Papers3 citations
- Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ↗Jiaxing Sun, Weiquan Huang, Jiang Wu et al. · Long Papers3 citations
- Causal Estimation of Memorisation Profiles ↗Pietro Lesci, Clara Meister, Thomas Hofmann et al. · Long Papers · 🏆 Best Paper Award3 citations
- Classist Tools: Social Class Correlates with Performance in NLP ↗Amanda Cercas Curry, Giuseppe Attanasio, Zeerak Talat et al. · Long Papers3 citations
- Co-training for Low Resource Scientific Natural Language Inference ↗Mobashir Sadat, Cornelia Caragea · Long Papers3 citations
- CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending ↗Shiyi Zhu, Jing Ye, Wei Jiang et al. · Long Papers3 citations
- Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ↗Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen et al. · Short Papers3 citations
- Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ↗Yunxin Li, Xinyu Chen, Baotian Hu et al. · Long Papers3 citations
- Context Consistency between Training and Inference in Simultaneous Machine Translation ↗Meizhi Zhong, Lemao Liu, Kehai Chen et al. · Long Papers3 citations
- Curriculum Learning for Small Code Language Models ↗Marwa Naïr, Kamel Yamani, Lynda Lhadj et al. · Student Research Workshop3 citations
- DAPR: A Benchmark on Document-Aware Passage Retrieval ↗Kexin Wang, Nils Reimers, Iryna Gurevych · Long Papers3 citations
- DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ↗Ling Hu, Yuemei Xu · Long Papers3 citations
- Document-Level Machine Translation with Large-Scale Public Parallel Corpora ↗Proyag Pal, Alexandra Birch, Kenneth Heafield · Long Papers3 citations
- Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ↗João Coelho, Bruno Martins, Joao Magalhaes et al. · Short Papers3 citations
- Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ↗Zhanhui Zhou, Jie Liu, Zhichen Dong et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
- Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ↗Dingzirui Wang, Longxu Dou, Xuanliang Zhang et al. · Long Papers3 citations
- Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding ↗Kuo Liao, Shuang Li, Meng Zhao et al. · Long Papers3 citations
- Error-preserving Automatic Speech Recognition of Young English Learners' Language ↗Janick Michot, Manuela Hürlimann, Jan Deriu et al. · Long Papers3 citations
- Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ↗Yue Yu, Jiaming Shen, Tianqi Liu et al. · Long Papers3 citations
- Fora: A corpus and framework for the study of facilitated dialogue ↗Hope Schroeder, Deb Roy, Jad Kabbara · Long Papers3 citations
- FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ↗Zijian Feng, Hanzhang Zhou, Kezhi Mao et al. · Long Papers3 citations
- How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages? ↗Anushka Singh, Ananya Sai, Raj Dabre et al. · Short Papers3 citations
- I am a Strange Dataset: Metalinguistic Tests for Language Models ↗Tristan Thrush, Jared Moore, Miguel Monares et al. · Long Papers3 citations
- IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ↗Tao Feng, Lizhen Qu, Zhuang Li et al. · Long Papers3 citations
- IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages ↗Saiful Haq, Ashutosh Sharma, Omar Khattab et al. · Short Papers3 citations
- Inference to the Best Explanation in Large Language Models ↗Dhairya Dalal, Marco Valentino, Andre Freitas et al. · Long Papers3 citations
- InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ↗Jan Trienes, Sebastian Joseph, Jörg Schlötterer et al. · Long Papers3 citations
- JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning ↗Anique Tahir, Lu Cheng, Huan Liu · System Demonstrations3 citations
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