EMNLP

2022–2026 LIVE

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Natural Language Processing

2024 · 1,125 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2024 · EMNLP
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models
Jeonghwan Kim, Heng Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning
Yoichi Aoki, Keito Kudo, Tatsuki Kuribayashi, Shusaku Sone, Masaya Taniguchi, Keisuke Sakaguchi, Kentaro Inui
Natural Language Processing
日本大学: 東北大学
2024 · EMNLP
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
Ji Liu, Jiaxiang Ren, Ruoming Jin, Zijie Zhang, Yang Zhou, Patrick Valduriez, Dejing Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models
Sander Land, Max Bartolo
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
Mingye Zhu, Yi Liu, Quan Wang, Junbo Guo, Zhendong Mao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Focused Large Language Models are Stable Many-Shot Learners
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture
Wenyan Li, Crystina Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, Desmond Elliott
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting
Maxime Kayser, Bayar Menzat, Cornelius Emde, Bogdan Bercean, Alex Novak, Abdala Espinosa, Bartlomiej W. Papiez, Susanne Gaube, Thomas Lukasiewicz, Oana-Maria Camburu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models
Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
Jiahuan Li, Yiqing Cao, Shujian Huang, Jiajun Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Free your mouse! Command Large Language Models to Generate Code to Format Word Documents
Shihao Rao, Liang Li, Jiapeng Liu, Guan Weixin, Xiyan Gao, Bing Lim, Can Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning
Jihao Gu, Zelin Wang, Yibo Zhang, Ziji Zhang, Ping Gong
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment
Yusuke Hirota, Ryo Hachiuma, Chao-Han Huck Yang, Yuta Nakashima
Natural Language Processing
日本大学: 大阪大学
2024 · EMNLP
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
Siyuan Wang, Zhuohan Long, Zhihao Fan, Zhongyu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
Mehar Bhatia, Sahithya Ravi, Aditya Chinchure, EunJeong Hwang, Vered Shwartz
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From RAG to Riches: Retrieval Interlaced with Sequence Generation
Palak Jain, Livio Baldini Soares, Tom Kwiatkowski
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion
Kerem Zaman, Leshem Choshen, Shashank Srivastava
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
Tianyuan Zou, Yang Liu, Peng Li, Jianqing Zhang, Jingjing Liu, Ya-Qin Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets
Oh Joon Kwon, Daiki E. Matsunaga, Kee-Eung Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
Yang Janet Liu, Tatsuya Aoyama, Wesley Scivetti, Yilun Zhu, Shabnam Behzad, Lauren Elizabeth Levine, Jessica Lin, Devika Tiwari, Amir Zeldes
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation
Georgios Katsimpras, Georgios Paliouras
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models
Xuanchang Zhang, Zhuosheng Zhang, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language Illustration
Linhao Zhang, Jintao Liu, Li Jin, Hao Wang, Kaiwen Wei, Guangluan Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
Aleksander Ficek, Jiaqi Zeng, Oleksii Kuchaiev
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
Aashiq Muhamed, Oscar Li, David Woodruff, Mona T. Diab, Virginia Smith
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization
Onkar Kishor Susladkar, Gayatri Sudhir Deshmukh, Vandan Gorade, Sparsh Mittal
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen, Yuxin Xie, Liming Liang, Yuexian Zou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Guang Liu, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning
Sam Spilsbury, Pekka Marttinen, Alexander Ilin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Generation with Dynamic Vocabulary
Yanting Liu, Tao Ji, Changzhi Sun, Yuanbin Wu, Xiaoling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Generative Models for Automatic Medical Decision Rule Extraction from Text
Yuxin He, Buzhou Tang, Xiaoling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation
Shihao Cai, Keqin Bao, Hangyu Guo, Jizhi Zhang, Jun Song, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection
Abhishek Purushothama, Adam Wiemerslage, Katharina von der Wense
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents
Dong Won Lee, Hae Won Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
Yangfan Ye, Xiachong Feng, Xiaocheng Feng, Weitao Ma, Libo Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text
Michael Ginn, Lindia Tjuatja, Taiqi He, Enora Rice, Graham Neubig, Alexis Palmer, Lori Levin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Song Wang, Jundong Li, Tianlong Chen, Huan Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs
Chengyuan Liu, Shihang Wang, Lizhi Qing, Kun Kuang, Yangyang Kang, Changlong Sun, Fei Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
Wei Fan, Haoran Li, Zheye Deng, Weiqi Wang, Yangqiu Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Granular Privacy Control for Geolocation with Vision Language Models
Ethan Mendes, Yang Chen, James Hays, Sauvik Das, Wei Xu, Alan Ritter
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Grounding Language in Multi-Perspective Referential Communication
Zineng Tang, Lingjun Mao, Alane Suhr
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
GuardBench: A Large-Scale Benchmark for Guardrail Models
Elias Bassani, Ignacio Sanchez
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs
Jocelyn Shen, Joel Mire, Hae Won Park, Cynthia Breazeal, Maarten Sap
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding
Fan Yuan, Chi Qin, Xiaogang Xu, Piji Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning
Shayan Ali Akbar, Md Mosharaf Hossain, Tess Wood, Si-Chi Chin, Erica M Salinas, Victor Alvarez, Erwin Cornejo
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Hate Personified: Investigating the role of LLMs in content moderation
Sarah Masud, Sahajpreet Singh, Viktor Hangya, Alexander Fraser, Tanmoy Chakraborty
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Hateful Word in Context Classification
Sanne Hoeken, Sina Zarrieß, Özge Alacam
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy
YongKang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schuetze
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Hidden Persuaders: LLMs’ Political Leaning and Their Influence on Voters
Yujin Potter, Shiyang Lai, Junsol Kim, James Evans, Dawn Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization
Miyoung Ko, Sue Hyun Park, Joonsuk Park, Minjoon Seo
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction
Jinchuan Zhang, Yan Zhou, Yaxin Liu, Ziming Li, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
Eden Biran, Daniela Gottesman, Sohee Yang, Mor Geva, Amir Globerson
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective
Van-Cuong Pham, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Do Humans Write Code? Large Models Do It the Same Way Too
Long Li, Xuzheng He, Haozhe Wang, Linlin Wang, Liang He
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
Yejie Wang, Keqing He, Dayuan Fu, Zhuoma GongQue, Heyang Xu, Yanxu Chen, Zhexu Wang, Yujia Fu, Guanting Dong, Muxi Diao, Jingang Wang, Mengdi Zhang, Xunliang Cai, Weiran Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing?
Zhuoyan Li, Chen Liang, Jing Peng, Ming Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?
Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Far Can We Extract Diverse Perspectives from Large Language Models?
Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal, Dongyeop Kang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics
Adrian Cosma, Stefan Ruseti, Mihai Dascalu, Cornelia Caragea
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How Susceptible are Large Language Models to Ideological Manipulation?
Kai Chen, Zihao He, Jun Yan, Taiwei Shi, Kristina Lerman
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
Zeping Yu, Sophia Ananiadou
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How to Compute the Probability of a Word
Tiago Pimentel, Clara Meister
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
Teng Xiao, Mingxiao Li, Yige Yuan, Huaisheng Zhu, Chao Cui, Vasant G Honavar
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations
Jiyi Li
Natural Language Processing
日本大学: 山梨大学
2024 · EMNLP
Humans or LLMs as the Judge? A Study on Judgement Bias
Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
I Could’ve Asked That: Reformulating Unanswerable Questions
Wenting Zhao, Ge Gao, Claire Cardie, Alexander M Rush
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses
Xuan Ren, Biao Wu, Lingqiao Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation
Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding
Pengcheng Li, Xulong Zhang, Jing Xiao, Jianzong Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method
MiHyeon Kim, Juhyoung Park, YoungBin Kim
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
Reza Esfandiarpoor, Cristina Menghini, Stephen Bach
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
ImageInWords: Unlocking Hyper-Detailed Image Descriptions
Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Michael Baldridge, Radu Soricut
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
Zhaotian Weng, Zijun Gao, Jerone Andrews, Jieyu Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation
Saiful Islam Salim, Rubin Yuchan Yang, Alexander Cooper, Suryashree Ray, Saumya Debray, Sazzadur Rahaman
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improve Dense Passage Retrieval with Entailment Tuning
Lu Dai, Hao Liu, Hui Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation
Chengwei Dai, Kun Li, Wei Zhou, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
Lu Chen, Rui Zheng, Binghai Wang, Senjie Jin, Caishuang Huang, Junjie Ye, Zhihao Zhang, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning
Jiashi Lin, Lifang Wang, Xinyu Lu, Zhongtian Hu, Wei Zhang, Wenxuan Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Multi-party Dialogue Generation via Topic and Rhetorical Coherence
Yaxin Fan, Peifeng Li, Qiaoming Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, Jeff Z. Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach
Maxime Poli, Emmanuel Chemla, Emmanuel Dupoux
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Improving Zero-shot LLM Re-Ranker with Risk Minimization
Xiaowei Yuan, Zhao Yang, Yequan Wang, Jun Zhao, Kang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Wenting Zhao, Faeze Brahman, Yejin Choi, Xiang Ren
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
In-Context Compositional Generalization for Large Vision-Language Models
Chuanhao Li, Chenchen Jing, Zhen Li, Mingliang Zhai, Yuwei Wu, Yunde Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
In-context Contrastive Learning for Event Causality Identification
Liang Chao, Wei Xiang, Bang Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation
Zhiyu Cao, Peifeng Li, Yaxin Fan, Qiaoming Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Incubating Text Classifiers Following User Instruction with Nothing but LLM
Letian Peng, Zilong Wang, Jingbo Shang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Induct-Learn: Short Phrase Prompting with Instruction Induction
Po-Chun Chen, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
Jiao Ou, Jiayu Wu, Che Liu, Fuzheng Zhang, Di Zhang, Kun Gai
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance
Pengyu Wang, Dong Zhang, Linyang Li, Chenkun Tan, Xinghao Wang, Mozhi Zhang, Ke Ren, Botian Jiang, Xipeng Qiu
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Information Flow Routes: Automatically Interpreting Language Models at Scale
Javier Ferrando, Elena Voita
Natural Language Processing
日本大学: 関与なし（対象大学）
2024 · EMNLP
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks
Changho Lee, Janghoon Han, Seonghyeon Ye, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae
Natural Language Processing
日本大学: 関与なし（対象大学）