Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 16 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

HSDreport: Heart Sound Diagnosis with Echocardiography Reports ↗Zihan Zhao, Pingjie Wang, Liudan Zhao et al.2 citations
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection ↗Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki2 citations
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models ↗Jaeyoung Lee, Ximing Lu, Jack Hessel et al.2 citations
HyQE: Ranking Contexts with Hypothetical Query Embeddings ↗Weichao Zhou, Jiaxin Zhang, Hilaf Hasson et al.2 citations
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement ↗Changqun Li, Linlin Wang, Xin Lin et al.2 citations
ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation ↗Zhibo Man, Kaiyu Huang, Yujie Zhang et al.2 citations
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy ↗Liyan Xu, Zhenlin Su, Mo Yu et al.2 citations
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts ↗Chenghao Yang, Tuhin Chakrabarty, Karli Hochstatter et al.2 citations
Implanting LLM's Knowledge via Reading Comprehension Tree for Toxicity Detection ↗Hankun Kang, Tieyun Qian2 citations
Implicit Personalization in Language Models: A Systematic Study ↗Zhijing Jin, Nils Heil, Jiarui Liu et al.2 citations
Improving Absent Keyphrase Generation with Diversity Heads ↗Edwin Thomas, Sowmya Vajjala2 citations
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design ↗Rishika Bhagwatkar, Shravan Nayak, Pouya Bashivan et al.2 citations
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL ↗Dingzirui Wang, Longxu Dou, Xuanliang Zhang et al.2 citations
Improving LLM Attributions with Randomized Path-Integration ↗Oren Barkan, Yehonatan Elisha, Yonatan Toib et al.2 citations
Improving LLM Generations via Fine-Grained Self-Endorsement ↗Ante Wang, Linfeng Song, Baolin Peng et al.2 citations
Improving Low-Resource Machine Translation for Formosan Languages Using Bilingual Lexical Resources ↗Francis Zheng, Edison Marrese-Taylor, Yutaka Matsuo2 citations
Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets ↗Sathish Reddy Indurthi, Wenxuan Zhou, Shamil Chollampatt et al.2 citations
Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains ↗Zijie Wang, Farzana Rashid, Eduardo Blanco2 citations
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning ↗Shivam Mhaskar, Nirmesh Shah, Mohammadi Zaki et al.2 citations
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ↗Lei Lin, Jiayi Fu, Pengli Liu et al.2 citations
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature ↗Uri Katz, Mosh Levy, Yoav Goldberg2 citations
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables ↗Suyash Vardhan Mathur, Jainit Sushil Bafna, Kunal Kartik et al.2 citations
LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation ↗Yusong Wang, Dongyuan Li, Jialun Shen et al.2 citations
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ↗Zengkui Sun, Yijin Liu, Fandong Meng et al.2 citations
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement ↗Jiahao Ying, Mingbao Lin, Yixin Cao et al.2 citations
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ↗Runcong Zhao, Qinglin Zhu, Hainiu Xu et al.2 citations
Large Language Models for Psycholinguistic Plausibility Pretesting ↗Samuel Amouyal, Aya Meltzer-Asscher, Jonathan Berant2 citations
Learning High-Quality and General-Purpose Phrase Representations ↗Lihu Chen, Gael Varoquaux, Fabian Suchanek2 citations
Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition ↗Yuanhe Tian, Fei Xia, Yan Song2 citations
Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues ↗Dominic Petrak, Thy Thy Tran, Iryna Gurevych2 citations
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA ↗Wenyu Huang, Guancheng Zhou, Hongru Wang et al.2 citations
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection ↗Tianxiang Chen, Zhentao Tan, Tao Gong et al.2 citations
Long Sequence Modeling with Attention Tensorization: From Sequence to Tensor Learning ↗Aosong Feng, Rex Ying, Leandros Tassiulas2 citations
Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi ↗Mithun Das, Saurabh Pandey, Shivansh Sethi et al.2 citations
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ↗Minpeng Liao, Chengxi Li, Wei Luo et al.2 citations
MATE: Meet At The Embedding - Connecting Images with Long Texts ↗Young Kyun Jang, Junmo Kang, Yong Jae Lee et al.2 citations
MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources ↗Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald et al.2 citations
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval ↗Youbo Lei, Feifei He, Chen Chen et al.2 citations
METAL: Towards Multilingual Meta-Evaluation ↗Rishav Hada, Varun Gumma, Mohamed Ahmed et al.2 citations
MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing ↗Chen Gong, DeXin Kong, Suxian Zhao et al.2 citations
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization ↗Yasaman Jafari, Dheeraj Mekala, Rose Yu et al.2 citations
MUG: Interactive Multimodal Grounding on User Interfaces ↗Tao Li, Gang Li, Jingjie Zheng et al.2 citations
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback ↗Kyuyoung Kim, Ah Jeong Seo, Hao Liu et al.2 citations
Match More, Extract Better! Hybrid Matching Model for Open Domain Web Keyphrase Extraction ↗Mingyang Song, Liping Jing, Yi Feng2 citations
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula ↗Li Lucy, Tal August, Rose E Wang et al.2 citations
Measuring and Addressing Indexical Bias in Information Retrieval ↗Caleb Ziems, William Held, Jane Dwivedi-Yu et al.2 citations
Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection ↗Puli Chen, Cheng Yang, Qingbao Huang2 citations
MetaKP: On-Demand Keyphrase Generation ↗Di Wu, Xiaoxian Shen, Kai-Wei Chang2 citations
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation ↗Chu Fei Luo, Radin Shayanfar, Rohan V Bhambhoria et al.2 citations
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ↗Xinwei Wu, Weilong Dong, Shaoyang Xu et al.2 citations
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts ↗Ganesh Jawahar, Haichuan Yang, Yunyang Xiong et al.2 citations
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ↗Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang et al.2 citations
Modeling News Interactions and Influence for Financial Market Prediction ↗Mengyu Wang, Shay B. Cohen, Tiejun Ma2 citations
Modeling Overregularization in Children with Small Language Models ↗Akari Haga, Saku Sugawara, Akiyo Fukatsu et al.2 citations
Monotonic Paraphrasing Improves Generalization of Language Model Prompting ↗Qin Liu, Fei Wang, Nan Xu et al.2 citations
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ↗Jiaxu Zhao, Zijing Shi, Yitong Li et al.2 citations
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ↗Danupat Khamnuansin, Tawunrat Chalothorn, Ekapol Chuangsuwanich2 citations
Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection ↗Iqra Zahid, Yue Chang, Tharindu Madusanka et al.2 citations
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles ↗Weiting Tan, Haoran Xu, Lingfeng Shen et al.2 citations
Natural Language-based State Representation in Deep Reinforcement Learning ↗Md Masudur Rahman, Yexiang Xue2 citations
Navigating Hallucinations for Reasoning of Unintentional Activities ↗Shresth Grover, Vibhav Vineet, Yogesh S Rawat2 citations
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization ↗Shitong Duan, Xiaoyuan Yi, Peng Zhang et al.2 citations
Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition ↗Aditya K Surikuchi, Raquel Fernández, Sandro Pezzelle2 citations
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems ↗Satya Almasian, Milena Bruseva, Michael Gertz2 citations
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining ↗Yihong Liu, Peiqin Lin, Mingyang Wang et al.2 citations
On Diversified Preferences of Large Language Model Alignment ↗Dun Zeng, Yong Dai, Pengyu Cheng et al.2 citations
On the Effect of (Near) Duplicate Subwords in Language Modelling ↗Anton Schäfer, Thomas Hofmann, Imanol Schlag et al.2 citations
On the Empirical Complexity of Reasoning and Planning in LLMs ↗Liwei Kang, Zirui Zhao, David Hsu et al.2 citations
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights ↗Joseph James, Chenghao Xiao, Yucheng Li et al.2 citations
On the token distance modeling ability of higher RoPE attention dimension ↗Xiangyu Hong, Che Jiang, Biqing Qi et al.2 citations
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains ↗Simeng Han, Aaron Yu, Rui Shen et al.2 citations
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ↗Shuo Yang, Chenchen Yuan, Yao Rong et al.2 citations
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model ↗Rita Ramos, Emanuele Bugliarello, Bruno Martins et al.2 citations
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck ↗Thang Pham, Peijie Chen, Tin Nguyen et al.2 citations
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ↗Zhisheng Lin, Han Fu, Chenghao Liu et al.2 citations
POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment ↗Zhihan Zhou, Xue Gu, Yujie Zhao et al.2 citations
PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion ↗Zekai Zhang, Yiduo Guo, Yaobo Liang et al.2 citations
PRODIGy: a PROfile-based DIalogue Generation dataset ↗Daniela Occhipinti, Serra Sinem Tekiroğlu, Marco Guerini2 citations
PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness ↗Wenjin Yao, Yidong Wang, Zhuohao Yu et al.2 citations
Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? ↗Max Ploner, Alan Akbik2 citations
Part-of-speech Tagging for Extremely Low-resource Indian Languages ↗Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya2 citations
PartialFormer: Modeling Part Instead of Whole for Machine Translation ↗Tong Zheng, Bei Li, Huiwen Bao et al.2 citations
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse ↗Khiem Phi, Noushin Salek Faramarzi, Chenlu Wang et al.2 citations
Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model ↗Hongbin Zhang, Kehai Chen, Xuefeng Bai et al.2 citations
Personalized Topic Selection Model for Topic-Grounded Dialogue ↗Shixuan Fan, Wei Wei, Xiaofei Wen et al.2 citations
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes ↗Aissatou Diallo, Antonis Bikakis, Luke Dickens et al.2 citations
PolyWER: A Holistic Evaluation Framework for Code-Switched Speech Recognition ↗Karima Kadaoui, Maryam Al Ali, Hawau Olamide Toyin et al.2 citations
Position Paper: Data-Centric AI in the Age of Large Language Models ↗Xinyi Xu, Zhaoxuan Wu, Rui Qiao et al.2 citations
Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ↗Rongwu Xu, Zehan Qi, Wei Xu2 citations
Preference Tuning For Toxicity Mitigation Generalizes Across Languages ↗Xiaochen Li, Zheng Xin Yong, Stephen Bach2 citations
Privacy Evaluation Benchmarks for NLP Models ↗Wei Huang, Yinggui Wang, Cen Chen2 citations
Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ↗Yingjie Li, Yue Zhang2 citations
PromptExplainer: Explaining Language Models through Prompt-based Learning ↗Zijian Feng, Hanzhang Zhou, Zixiao Zhu et al.2 citations
Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models ↗Dohyun Lee, Daniel Rim, Minseok Choi et al.2 citations
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery ↗Yimin Deng, Yuxia Wu, Guoshuai Zhao et al.2 citations
QAEVENT: Event Extraction as Question-Answer Pairs Generation ↗Milind Choudhary, Xinya Du2 citations
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ↗Yongqi Fan, Yansha Zhu, Kui Xue et al.2 citations
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems ↗Sheng-Wei Chen, Chih-Jen Lin2 citations
Random Smooth-based Certified Defense against Text Adversarial Attack ↗Zeliang Zhang, Wei Yao, Susan Liang et al.2 citations
RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models ↗Gabriel Perin, Xuxi Chen, Shusen Liu et al.2 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/findings/2024/papers/page/16/

📰 Findings of the Association for Computational Linguistics 2024: all accepted papers

Findings of the Association for Computational Linguistics 2024: all accepted papers