Findings of the Association for Computational Linguistics 2024: all accepted papers
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- On The Persona-based Summarization of Domain-Specific Documents ↗Ankan Mullick, Sombit Bose, Rounak Saha et al.
- On the Intractability to Synthesize Factual Inconsistencies in Summarization ↗Ge Luo, Weisi Fan, Miaoran Li et al.
- On the Language Encoder of Contrastive Cross-modal Models ↗Mengjie Zhao, Junya Ono, Zhi Zhong et al.
- On the Way to Gentle AI Counselor: Politeness Cause Elicitation and Intensity Tagging in Code-mixed Hinglish Conversations for Social Good ↗Priyanshu Priya, Gopendra Singh, Mauajama Firdaus et al.
- On-the-fly Denoising for Data Augmentation in Natural Language Understanding ↗Tianqing Fang, Wenxuan Zhou, Fangyu Liu et al.
- Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search ↗Chenglin Li, Qianglong Chen, Zhi Li et al.
- Outdated Issue Aware Decoding for Factual Knowledge Editing ↗Zengkui Sun, Yijin Liu, Jiaan Wang et al.
- PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ↗An Liu, Zonghan Yang, Zhenhe Zhang et al.
- PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ↗Arda Uzunoğlu, Abdulfattah Safa, Gözde Gül Şahin
- PE: A Poincare Explanation Method for Fast Text Hierarchy Generation ↗Qian Chen, Dongyang Li, Xiaofeng He et al.
- PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation ↗Pan Yang, Dandan Song, Zhijing Wu et al.
- PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks ↗Yu Chen, Qi Cao, Kaike Zhang et al.
- PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding ↗Trang Le, Daniel Lazar, Suyoun Kim et al.
- PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer ↗Huashan Sun, Yixiao Wu, Yizhe Yang et al.
- PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models ↗Huixuan Zhang, Yun Lin, Xiaojun Wan
- Personalized Video Comment Generation ↗Xudong Lin, Ali Zare, Shiyuan Huang et al.
- Perspective Taking through Generating Responses to Conflict Situations ↗Joan Plepi, Charles Welch, Lucie Flek
- Perturbed examples reveal invariances shared by language models ↗Ruchit Rawal, Mariya Toneva
- Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion ↗Hengrui Gu, Kaixiong Zhou, Yili Wang et al.
- Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias ↗Minseo Koo, Doeun Kim, Sungwon Han et al.
- Plug-in Language Model: Controlling Text Generation with a Simple Regression Model ↗Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng
- Poor-Supervised Evaluation for SuperLLM via Mutual Consistency ↗Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al.
- Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity ↗Eric Khiu, Hasti Toossi, David Anugraha et al.
- Predicting Narratives of Climate Obstruction in Social Media Advertising ↗Harri Rowlands, Gaku Morio, Dylan Tanner et al.
- Predicting generalization performance with correctness discriminators ↗Yuekun Yao, Alexander Koller
- Probing Critical Learning Dynamics of PLMs for Hate Speech Detection ↗Sarah Masud, Mohammad Aflah Khan, Vikram Goyal et al.
- Probing the Uniquely Identifiable Linguistic Patterns of Conversational AI Agents ↗Iqra Zahid, Tharindu Madusanka, Riza Batista-Navarro et al.
- Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations ↗Rose E Wang, Pawan Wirawarn, Kenny Lam et al.
- PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain ↗Jianyi Chen, Zheqi Dai, Zhen Ye et al.
- Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario ↗Feiteng Mu, Yong Jiang, Liwen Zhang et al.
- Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM ↗SooHwan Eom, Jay Shim, Gwanhyeong Koo et al.
- R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization ↗Roshan Sharma, Ruchira Sharma, Hira Dhamyal et al.
- READ: Improving Relation Extraction from an ADversarial Perspective ↗Dawei Li, William Hogan, Jingbo Shang
- Rater Cohesion and Quality from a Vicarious Perspective ↗Deepak Pandita, Tharindu Cyril Weerasooriya, Sujan Dutta et al.
- Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction ↗Boyi Li, Rodolfo Corona, Karttikeya Mangalam et al.
- RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ↗Erxin Yu, Jing Li, Chunpu Xu
- Read between the lines - Functionality Extraction From READMEs ↗Prince Kumar, Srikanth Tamilselvam, Dinesh Garg
- Real World Conversational Entity Linking Requires More Than Zero-Shots ↗Mohanna Hoveyda, Arjen Vries, Faegheh Hasibi et al.
- Referral Augmentation for Zero-Shot Information Retrieval ↗Michael Tang, Shunyu Yao, John Yang et al.
- Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction ↗Dingyao Yu, Yang An, Wei Ye et al.
- Relabeling Minimal Training Subset to Flip a Prediction ↗Jinghan Yang, Linjie Xu, Lequan Yu
- Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement ↗Zhiyuan Chang, Mingyang Li, Junjie Wang et al.
- Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing ↗Ying Li, Jianjian Liu, Zhengtao Yu et al.
- Representational Isomorphism and Alignment of Multilingual Large Language Models ↗Di Wu, Yibin Lei, Andrew Yates et al.
- Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision ↗Philipp Christmann, Svitlana Vakulenko, Ionut Teodor Sorodoc et al.
- Revisiting the Markov Property for Machine Translation ↗Cunxiao Du, Hao Zhou, Zhaopeng Tu et al.
- SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events ↗Sai Vallurupalli, Katrin Erk, Francis Ferraro
- SARCAT: Generative Span-Act Guided Response Generation using Copy-enhanced Target Augmentation ↗Jeong-Doo Lee, Hyeongjun Choi, Beomseok Hong et al.
- SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models ↗Huanran Zheng, Wei Zhu, Xiaoling Wang
- SELP: A Semantically-Driven Approach for Separated and Accurate Class Prototypes in Few-Shot Text Classification ↗Wenxin Liang, Tingyu Zhang, Han Liu et al.
- SLiM: Speculative Decoding with Hypothesis Reduction ↗Chi-Heng Lin, Shikhar Tuli, James Smith et al.
- SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space ↗Huazheng Wang, Haifeng Sun, Jingyu Wang et al.
- ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ↗Markus Frohmann, Carolin Holtermann, Shahed Masoudian et al.
- Scalable and Domain-General Abstractive Proposition Segmentation ↗Mohammad Javad Hosseini, Yang Gao, Tim Baumgärtner et al.
- Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia ↗Zhejian Zhou, JIayu Wang, Dahua Lin et al.
- Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability ↗Tsz Ting Chung, Leyang Cui, Lemao Liu et al.
- Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model ↗Chen Huang, Yang Deng, Wenqiang Lei et al.
- Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models ↗Wei He, Shichun Liu, Jun Zhao et al.
- Self-Evolution Fine-Tuning for Policy Optimization ↗Ruijun Chen, Jiehao Liang, Shiping Gao et al.
- Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion ↗Ruiqi Li, Rongjie Huang, Yongqi Wang et al.
- Self-training Strategies for Sentiment Analysis: An Empirical Study ↗Haochen Liu, Sai Rallabandi, Yijing Wu et al.
- Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments ↗Sangwoo Shin, SeungHyun Kim, Youngsoo Jang et al.
- Semantically-Prompted Language Models Improve Visual Descriptions ↗Michael Ogezi, Bradley Hauer, Grzegorz Kondrak
- Sequence Shortening for Context-Aware Machine Translation ↗Paweł Maka, Yusuf Semerci, Jan Scholtes et al.
- Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing ↗Jeongwoo Kang, Maximin Coavoux, Cédric Lopez et al.
- Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning ↗Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae
- SoFA: Shielded On-the-fly Alignment via Priority Rule Following ↗Xinyu Lu, Bowen Yu, Yaojie Lu et al.
- Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference ↗Parsa Kavehzadeh, Mojtaba Valipour, Marzieh Tahaei et al.
- Sparsity-Accelerated Training for Large Language Models ↗Da Ma, Lu Chen, Pengyu Wang et al.
- Stochastic Fine-Tuning of Language Models Using Masked Gradients ↗Mohammad Akbar-Tajari, Mohammad Taher Pilehvar
- Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ↗Tao Zhang, Chenwei Zhang, Xian Li et al.
- StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ↗Boxi Cao, Mengjie Ren, Hongyu Lin et al.
- Structural Optimization Ambiguity and Simplicity Bias in Unsupervised Neural Grammar Induction ↗Jinwook Park, Kangil Kim
- Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles ↗Xiao Pu, Tianxing He, Xiaojun Wan
- Subword Attention and Post-Processing for Rare and Unknown Contextualized Embeddings ↗Raj Patel, Carlotta Domeniconi
- SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization ↗Ge Luo, Weisi Fan, Miaoran Li et al.
- Synonym relations affect object detection learned on vision-language data ↗Giacomo Nebbia, Adriana Kovashka
- Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation ↗Fanyou Wu, Weijie Xu, Chandan Reddy et al.
- TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ↗Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel et al.
- TARA: Token-level Attribute Relation Adaptation for Multi-Attribute Controllable Text Generation ↗Yilin Cao, Jiahao Zhao, Ruike Zhang et al.
- TAXI: Evaluating Categorical Knowledge Editing for Language Models ↗Derek Powell, Walter Gerych, Thomas Hartvigsen
- TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ↗Yinhong Liu, Yimai Fang, David Vandyke et al.
- TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models ↗Chen Zhang, Chengguang Tang, Dading Chong et al.
- TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models ↗Mehrnaz Moslemi, Amal Zouaq
- Tailoring Vaccine Messaging with Common-Ground Opinions ↗Rickard Stureborg, Sanxing Chen, Roy Xie et al.
- Testing the limits of logical reasoning in neural and hybrid models ↗Manuel Vargas Guzmán, Jakub Szymanik, Maciej Malicki
- The Overlooked Repetitive Lengthening Form in Sentiment Analysis ↗Lei Wang, Eduard Dragut
- The PGNSC Benchmark: How Do We Predict Where Information Spreads? ↗Alexander Taylor, Wei Wang
- The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs ↗Paul Youssef, Jörg Schlötterer, Christin Seifert
- Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue ↗Junkai Zhou, Liang Pang, Huawei Shen et al.
- Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ↗Changye Li, Zhecheng Sheng, Trevor Cohen et al.
- Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset ↗Minju Kim, Heuiyeen Yeen, Myoung-Wan Koo
- Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling ↗Huije Lee, Hoyun Song, Jisu Shin et al.
- Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method ↗Xinshu Shen, Hongyi Wu, Yadong Zhang et al.
- Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples with Reward Dropout ↗Changhun Lee, Chiehyeon Lim
- Towards Precise Localization of Critical Errors in Machine Translation ↗Dahyun Jung, Sugyeong Eo, Heuiseok Lim
- Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ↗Guangliang Liu, Milad Afshari, Xitong Zhang et al.
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