Datasets:
IAMJB
/
paper_conference_aggregate

Dataset card Data Studio Files
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findings-emnlp.957
https://aclanthology.org/2024.findings-emnlp.957/
Poster
2410.09349
Inference and Verbalization Functions During In-Context Learning
[ "Tao, Junyi", "Chen, Xiaoyin", "Liu, Nelson F." ]
[ "https://github.com/junyitao/infer-then-verbalize-during-icl" ]
[]
[]
[]
EMNLP2024
findings-emnlp.958
https://aclanthology.org/2024.findings-emnlp.958/
Poster
2406.12197
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction
[ "Wang, Sijia", "Huang, Lifu" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.959
https://aclanthology.org/2024.findings-emnlp.959/
Poster
2410.09045
MiRAGeNews: Multimodal Realistic AI-Generated News Detection
[ "Huang, Runsheng", "Dugan, Liam", "Yang, Yue", "Callison-Burch, Chris" ]
https://huggingface.co/papers/2410.09045
[ "https://github.com/nosna/miragenews" ]
[]
[]
[ "anson-huang/mirage-news" ]
EMNLP2024
findings-emnlp.960
https://aclanthology.org/2024.findings-emnlp.960/
Poster
2403.18346
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective
[ "Chen, Meiqi", "Cao, Yixin", "Zhang, Yan", "Lu, Chaochao" ]
[ "https://github.com/opencausalab/more" ]
[]
[]
[]
EMNLP2024
findings-emnlp.961
https://aclanthology.org/2024.findings-emnlp.961/
Poster
2311.06985
Large Language Models are In-context Teachers for Knowledge Reasoning
[ "Zhao, Jiachen", "Yao, Zonghai", "Yang, Zhichao", "Yu, Hong" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.962
https://aclanthology.org/2024.findings-emnlp.962/
Poster
2410.08698
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models
[ "Vijjini, Anvesh Rao", "R Menon, Rakesh", "Fu, Jiayi", "Srivastava, Shashank", "Chaturvedi, Snigdha" ]
[ "https://github.com/nvshrao/social_gaze" ]
[]
[]
[]
EMNLP2024
findings-emnlp.963
https://aclanthology.org/2024.findings-emnlp.963/
Poster
2410.05558
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives
[ "Zhang, Xinliang Frederick", "Beauchamp, Nicholas", "Wang, Lu" ]
[ "https://github.com/launchnlp/not" ]
[]
[]
[]
EMNLP2024
findings-emnlp.964
https://aclanthology.org/2024.findings-emnlp.964/
Poster
2410.22552
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents
[ "Kim, Jaekyeom", "Kim, Dong-Ki", "Logeswaran, Lajanugen", "Sohn, Sungryull", "Lee, Honglak" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.965
https://aclanthology.org/2024.findings-emnlp.965/
Poster
2409.19676
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning
[ "Zheng, Chengxin", "Ji, Junzhong", "Shi, Yanzhao", "Zhang, Xiaodan", "Qu, Liangqiong" ]
[ "https://github.com/chauncey-jheng/pcrl-mrg" ]
[]
[]
[]
EMNLP2024
findings-emnlp.966
https://aclanthology.org/2024.findings-emnlp.966/
Poster
2410.09207
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
[ "Han, Simeng", "Yu, Aaron", "Shen, Rui", "Qi, Zhenting", "Riddell, Martin", "Zhou, Wenfei", "Qiao, Yujie", "Zhao, Yilun", "Yavuz, Semih", "Liu, Ye", "Joty, Shafiq", "Zhou, Yingbo", "Xiong, Caiming", "Radev, Dragomir", "Ying, Rex", "Cohan, Arman" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.967
https://aclanthology.org/2024.findings-emnlp.967/
Poster
TRIP NEGOTIATOR: A Travel Persona-aware Reinforced Dialogue Generation Model for Personalized Integrative Negotiation in Tourism
[ "Priya, Priyanshu", "Yasheshbhai, Desai Vishesh", "Joshi, Ratnesh Kumar", "Ramnani, Roshni", "Maitra, Anutosh", "Sengupta, Shubhashis", "Ekbal, Asif" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.968
https://aclanthology.org/2024.findings-emnlp.968/
Poster
2408.05442
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering
[ "Lin, Jiuheng", "Lai, Yuxuan", "Feng, Yansong" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.969
https://aclanthology.org/2024.findings-emnlp.969/
Poster
2406.01171
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
[ "Tseng, Yu-Min", "Huang, Yu-Chao", "Hsiao, Teng-Yun", "Chen, Wei-Lin", "Huang, Chao-Wei", "Meng, Yu", "Chen, Yun-Nung" ]
https://huggingface.co/papers/2406.01171
[ "https://github.com/miulab/personallm-survey" ]
[]
[]
[]
EMNLP2024
findings-emnlp.970
https://aclanthology.org/2024.findings-emnlp.970/
Poster
2409.14740
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information
[ "Hui, Zheng", "Guo, Zhaoxiao", "Zhao, Hang", "Duan, Juanyong", "Huang, Congrui" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.971
https://aclanthology.org/2024.findings-emnlp.971/
Poster
Look Who's Talking Now: Covert Channels From Biased LLMs
[ "Silva, Daniel", "Sala, Frederic", "Gabrys, Ryan" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.972
https://aclanthology.org/2024.findings-emnlp.972/
Poster
2407.02472
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions
[ "Park, Chan Young", "Li, Shuyue Stella", "Jung, Hayoung", "Volkova, Svitlana", "Mitra, Tanu", "Jurgens, David", "Tsvetkov, Yulia" ]
[ "https://github.com/stellali7/valueScope" ]
[]
[]
[]
EMNLP2024
findings-emnlp.973
https://aclanthology.org/2024.findings-emnlp.973/
Poster
2407.11229
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness
[ "Mukhopadhyay, Srija", "Qidwai, Adnan", "Garimella, Aparna", "Ramu, Pritika", "Gupta, Vivek", "Roth, Dan" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.974
https://aclanthology.org/2024.findings-emnlp.974/
Poster
2410.13332
Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification
[ "Shui, Zeren", "Karypis, Petros", "Karls, Daniel S.", "Wen, Mingjian", "Manch", "a, Saurav", "Tadmor, Ellad B.", "Karypis, George" ]
[ "https://github.com/shuix007/deep-citation" ]
[]
[]
[]
EMNLP2024
findings-emnlp.975
https://aclanthology.org/2024.findings-emnlp.975/
Poster
TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling
[ "Choi, Dongha", "Kim, Jung-jae", "Lee, Hyunju" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.976
https://aclanthology.org/2024.findings-emnlp.976/
Poster
2409.13499
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
[ "Thorbecke, Iuliia", "Zuluaga Gomez, Juan Pablo", "Villatoro-tello, Esa{\\'u}", "Kumar, Shashi", "Rangappa, Pradeep", "Burdisso, Sergio", "Motlicek, Petr", "S, Karthik P", "ia D", "Ganapathiraju, Aravind" ]
https://huggingface.co/papers/2409.13499
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.977
https://aclanthology.org/2024.findings-emnlp.977/
Poster
2410.10858
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
[ "Chia, Yew Ken", "Chen, Guizhen", "Xu, Weiwen", "Luu, Anh Tuan", "Poria, Soujanya", "Bing, Lidong" ]
https://huggingface.co/papers/2410.10858
[ "" ]
[ "chiayewken/llama-rpo-chat", "chiayewken/multimodal-longdoc-qwen2-vl" ]
[]
[]
EMNLP2024
findings-emnlp.978
https://aclanthology.org/2024.findings-emnlp.978/
Poster
Uncertainty Calibration for Tool-Using Language Agents
[ "Liu, Hao", "Dou, Zi-Yi", "Wang, Yixin", "Peng, Nanyun", "Yue, Yisong" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.979
https://aclanthology.org/2024.findings-emnlp.979/
Poster
Personalized Video Comment Generation
[ "Lin, Xudong", "Zare, Ali", "Huang, Shiyuan", "Yang, Ming-Hsuan", "Chang, Shih-Fu", "Zhang, Li" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.980
https://aclanthology.org/2024.findings-emnlp.980/
Poster
2407.05134
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
[ "Kao, Kuei-Chun", "Wang, Ruochen", "Hsieh, Cho-Jui" ]
https://huggingface.co/papers/2407.05134
[ "" ]
[]
[]
[ "Johnson0213/BeyondX" ]
EMNLP2024
findings-emnlp.981
https://aclanthology.org/2024.findings-emnlp.981/
Poster
MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures
[ "Zafar, Aizan", "Mishra, Kshitij", "Ekbal, Asif" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.982
https://aclanthology.org/2024.findings-emnlp.982/
Poster
EmbodiedBERT: Cognitively Informed Metaphor Detection Incorporating Sensorimotor Information
[ "Li, Yu Xi", "Peng, Bo", "Hsu, Yu-Yin", "Huang, Chu-Ren" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.983
https://aclanthology.org/2024.findings-emnlp.983/
Poster
2410.07035
PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness
[ "Wang, Noah", "Duan, Feiyu", "Zhang, Yibo", "Zhou, Wangchunshu", "Xu, Ke", "Huang, Wenhao", "Fu, Jie" ]
https://huggingface.co/papers/2410.07035
[ "" ]
[]
[]
[ "ZenMoore/CP-Bench", "ZenMoore/LenCtrl-Bench" ]
EMNLP2024
findings-emnlp.984
https://aclanthology.org/2024.findings-emnlp.984/
Poster
SedarEval: Automated Evaluation using Self-Adaptive Rubrics
[ "Fan, Zhiyuan", "Wang, Weinong", "W, Xing", "Zhang, Debing" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.985
https://aclanthology.org/2024.findings-emnlp.985/
Poster
Towards One-to-Many Visual Question Answering
[ "Ji, Huishan", "Si, Qingyi", "Lin, Zheng", "Cao, Yanan", "Wang, Weiping" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.986
https://aclanthology.org/2024.findings-emnlp.986/
Poster
2410.04752
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering
[ "Wang, Zimu", "Xia, Lei", "Xjtlu, Wei Wang", "Du, Xinya" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.987
https://aclanthology.org/2024.findings-emnlp.987/
Poster
2401.05967
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
[ "Zhu, Yihua", "Shimodaira, Hidetoshi" ]
[ "https://github.com/yihuazhu111/orthogonale" ]
[]
[]
[]
EMNLP2024
findings-emnlp.988
https://aclanthology.org/2024.findings-emnlp.988/
Poster
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models
[ "Wang, Weilan", "Mao, Yu", "Dongdong, Tang", "Hongchao, Du", "Guan, Nan", "Xue, Chun Jason" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.989
https://aclanthology.org/2024.findings-emnlp.989/
Poster
2402.13253
BiMediX: Bilingual Medical Mixture of Experts LLM
[ "Pieri, Sara", "Mullappilly, Sahal Shaji", "Khan, Fahad Shahbaz", "Anwer, Rao Muhammad", "Khan, Salman", "Baldwin, Timothy", "Cholakkal, Hisham" ]
https://huggingface.co/papers/2402.13253
[ "https://github.com/mbzuai-oryx/bimedix" ]
[ "EYEDOL/sigmaAI" ]
[ "BiMediX/BiMediX-Eng", "BiMediX/BiMediX-Ara", "BiMediX/BiMediX-Bi" ]
[]
EMNLP2024
findings-emnlp.990
https://aclanthology.org/2024.findings-emnlp.990/
Poster
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design
[ "Bhagwatkar, Rishika", "Nayak, Shravan", "Bashivan, Pouya", "Rish, Irina" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.991
https://aclanthology.org/2024.findings-emnlp.991/
Poster
2410.03341
Zero-Shot Fact Verification via Natural Logic and Large Language Models
[ "Strong, Marek", "Aly, Rami", "Vlachos, Andreas" ]
[ "https://github.com/marekstrong/Zero-NatVer" ]
[]
[]
[]
EMNLP2024
findings-emnlp.992
https://aclanthology.org/2024.findings-emnlp.992/
Poster
2410.08113
Robust AI-Generated Text Detection by Restricted Embeddings
[ "Kuznetsov, Kristian", "Tulchinskii, Eduard", "Kushnareva, Laida", "Magai, German", "Barannikov, Serguei", "Nikolenko, Sergey", "Piontkovskaya, Irina" ]
[ "https://github.com/silversolver/robustatd" ]
[]
[]
[]
EMNLP2024
findings-emnlp.993
https://aclanthology.org/2024.findings-emnlp.993/
Poster
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack
[ "Sun, Siqi", "Sen, Procheta", "Ruan, Wenjie" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.994
https://aclanthology.org/2024.findings-emnlp.994/
Poster
2410.18035
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning
[ "Zhang, Jingfan", "Zhao, Yi", "Chen, Dan", "Tian, Xing", "Zheng, Huanran", "Zhu, Wei" ]
https://huggingface.co/papers/2410.18035
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.995
https://aclanthology.org/2024.findings-emnlp.995/
Poster
LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models
[ "Wright, Dustin", "Arora, Arnav", "Borenstein, Nadav", "Yadav, Srishti", "Belongie, Serge", "Augenstein, Isabelle" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.996
https://aclanthology.org/2024.findings-emnlp.996/
Poster
2401.03855
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs
[ "Yadav, Ankit", "Beniwal, Himanshu", "Singh, Mayank" ]
https://huggingface.co/papers/2401.03855
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.997
https://aclanthology.org/2024.findings-emnlp.997/
Poster
2410.23507
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
[ "Qorib, Muhammad Reza", "Aji, Alham Fikri", "Ng, Hwee Tou" ]
[ "https://github.com/nusnlp/moece" ]
[]
[]
[]
EMNLP2024
findings-emnlp.998
https://aclanthology.org/2024.findings-emnlp.998/
Poster
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
[ "Razumovskaia, Evgeniia", "Vuli{\\'c}, Ivan", "Markovi{\\'c}, Pavle", "Cichy, Tomasz", "Zheng, Qian", "Wen, Tsung-Hsien", "Budzianowski, Pawe{\\l}" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.999
https://aclanthology.org/2024.findings-emnlp.999/
Poster
2406.12534
Unified Active Retrieval for Retrieval Augmented Generation
[ "Cheng, Qinyuan", "Li, Xiaonan", "Li, Shimin", "Zhu, Qin", "Yin, Zhangyue", "Shao, Yunfan", "Li, Linyang", "Sun, Tianxiang", "Yan, Hang", "Qiu, Xipeng" ]
[ "https://github.com/xiami2019/UAR" ]
[]
[]
[]
EMNLP2024
findings-emnlp.1000
https://aclanthology.org/2024.findings-emnlp.1000/
Poster
2407.08699
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging
[ "Alex", "rov, Anton", "Raychev, Veselin", "Mueller, Mark Niklas", "Zhang, Ce", "Vechev, Martin", "Toutanova, Kristina" ]
https://huggingface.co/papers/2407.08699
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.1001
https://aclanthology.org/2024.findings-emnlp.1001/
Poster
ATQ: Activation Transformation forWeight-Activation Quantization of Large Language Models
[ "Gai, Yundong", "Li, Ping" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.1002
https://aclanthology.org/2024.findings-emnlp.1002/
Poster
Stochastic Fine-Tuning of Language Models Using Masked Gradients
[ "Akbar-Tajari, Mohammad", "Pilehvar, Mohammad Taher" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.1003
https://aclanthology.org/2024.findings-emnlp.1003/
Poster
2407.17125
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
[ "Sedova, Anastasiia", "Litschko, Robert", "Frassinelli, Diego", "Roth, Benjamin", "Plank, Barbara" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.1
https://aclanthology.org/2024.blackboxnlp-1.1/
Poster
2408.01969
Optimal and efficient text counterfactuals using Graph Neural Networks
[ "Lymperopoulos, Dimitris", "Lymperaiou, Maria", "Fil", "rianos, Giorgos", "Stamou, Giorgos" ]
[ "https://github.com/Jimlibo/GNN-Counterfactual-Editor" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.2
https://aclanthology.org/2024.blackboxnlp-1.2/
Poster
2409.14107
Routing in Sparsely-gated Language Models responds to Context
[ "Arnold, Stefan", "Fietta, Marian", "Yesilbas, Dilara" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.3
https://aclanthology.org/2024.blackboxnlp-1.3/
Poster
2406.16563
Are there identifiable structural parts in the sentence embedding whole?
[ "Nastase, Vivi", "Merlo, Paola" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.4
https://aclanthology.org/2024.blackboxnlp-1.4/
Poster
Learning, Forgetting, Remembering: Insights From Tracking LLM Memorization During Training
[ "Leybzon, Danny D.", "Kervadec, Corentin" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.5
https://aclanthology.org/2024.blackboxnlp-1.5/
Poster
Language Models Linearly Represent Sentiment
[ "Hollinsworth, Oskar John", "Tigges, Curt", "Geiger, Atticus", "N", "a, Neel" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.6
https://aclanthology.org/2024.blackboxnlp-1.6/
Poster
2407.03282
LLM Internal States Reveal Hallucination Risk Faced With a Query
[ "Ji, Ziwei", "Chen, Delong", "Ishii, Etsuko", "Cahyawijaya, Samuel", "Bang, Yejin", "Wilie, Bryan", "Fung, Pascale" ]
[ "https://github.com/ziweiji/Internal_States_Reveal_Hallucination" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.7
https://aclanthology.org/2024.blackboxnlp-1.7/
Poster
2409.07423
Enhancing adversarial robustness in Natural Language Inference using explanations
[ "Koulakos, Alex", "ros", "Lymperaiou, Maria", "Fil", "rianos, Giorgos", "Stamou, Giorgos" ]
[ "https://github.com/alexkoulakos/explain-then-predict" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.8
https://aclanthology.org/2024.blackboxnlp-1.8/
Poster
2402.15925
MultiContrievers: Analysis of Dense Retrieval Representations
[ "Goldfarb-Tarrant, Seraphina", "Rodriguez, Pedro", "Dwivedi-Yu, Jane", "Lewis, Patrick" ]
[ "https://github.com/facebookresearch/multicontrievers-analysis" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.9
https://aclanthology.org/2024.blackboxnlp-1.9/
Poster
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies
[ "Armengol-Estap{\\'e}, Jordi", "Li, Lingyu", "Gehrmann, Sebastian", "Gopal, Achintya", "Rosenberg, David S", "Mann, Gideon S.", "Dredze, Mark" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.10
https://aclanthology.org/2024.blackboxnlp-1.10/
Poster
2409.03621
Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
[ "Artzy, Amit Ben", "Schwartz, Roy" ]
[ "https://github.com/schwartz-lab-NLP/Attend-First-Consolidate-Later" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.11
https://aclanthology.org/2024.blackboxnlp-1.11/
Poster
2406.10085
Enhancing Question Answering on Charts Through Effective Pre-training Tasks
[ "Gupta, Ashim", "Gupta, Vivek", "Zhang, Shuo", "He, Yujie", "Zhang, Ning", "Shah, Shalin" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.12
https://aclanthology.org/2024.blackboxnlp-1.12/
Poster
2409.17774
Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations
[ "Manna, Supriya", "Sett, Niladri" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.13
https://aclanthology.org/2024.blackboxnlp-1.13/
Poster
Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes
[ "Chen, Yuxi", "Ma, Suwei", "Dear, Tony", "Chen, Xu" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.14
https://aclanthology.org/2024.blackboxnlp-1.14/
Poster
On the alignment of LM language generation and human language comprehension
[ "Bolliger, Lena Sophia", "Haller, Patrick", "J{\\\"a}ger, Lena Ann" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.15
https://aclanthology.org/2024.blackboxnlp-1.15/
Poster
2310.07325
An Adversarial Example for Direct Logit Attribution: Memory Management in GELU-4L
[ "Janiak, Jett", "Rager, Can", "Dao, James", "Lau, Yeu-Tong" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.16
https://aclanthology.org/2024.blackboxnlp-1.16/
Poster
Uncovering Syllable Constituents in the Self-Attention-Based Speech Representations of Whisper
[ "A Shams, Erfan", "Gessinger, Iona", "Carson-Berndsen, Julie" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.17
https://aclanthology.org/2024.blackboxnlp-1.17/
Poster
2408.10920
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations
[ "Csord{\\'a}s, R{\\'o}bert", "Potts, Christopher", "Manning, Christopher D", "Geiger, Atticus" ]
https://huggingface.co/papers/2408.10920
[ "https://github.com/robertcsordas/onion_representations" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.18
https://aclanthology.org/2024.blackboxnlp-1.18/
Poster
2403.14859
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
[ "Kauf, Carina", "Chersoni, Emmanuele", "Lenci, Aless", "ro", "Fedorenko, Evelina", "Ivanova, Anna A" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.19
https://aclanthology.org/2024.blackboxnlp-1.19/
Poster
2408.05147
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2
[ "Lieberum, Tom", "Rajamanoharan, Senthooran", "Conmy, Arthur", "Smith, Lewis", "Sonnerat, Nicolas", "Varma, Vikrant", "Kramar, Janos", "Dragan, Anca", "Shah, Rohin", "N", "a, Neel" ]
https://huggingface.co/papers/2408.05147
[ "" ]
[]
[ "google/gemma-scope", "google/gemma-scope-2b-pt-res", "google/gemma-scope-2b-pt-att", "google/gemma-scope-9b-pt-res", "google/gemma-scope-2b-pt-mlp", "google/gemma-scope-9b-pt-mlp", "google/gemma-scope-9b-pt-att" ]
[]
EMNLP2024
blackboxnlp-1.20
https://aclanthology.org/2024.blackboxnlp-1.20/
Poster
2309.08163
Self-Assessment Tests are Unreliable Measures of LLM Personality
[ "Gupta, Akshat", "Song, Xiaoyang", "Anumanchipalli, Gopala" ]
https://huggingface.co/papers/2309.08163
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.21
https://aclanthology.org/2024.blackboxnlp-1.21/
Poster
2410.03447
How Language Models Prioritize Contextual Grammatical Cues?
[ "Amirzadeh, Hamidreza", "Alishahi, Afra", "Mohebbi, Hosein" ]
[ "https://github.com/hamid-amir/CueWords" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.22
https://aclanthology.org/2024.blackboxnlp-1.22/
Poster
Copy Suppression: Comprehensively Understanding a Motif in Language Model Attention Heads
[ "McDougall, Callum Stuart", "Conmy, Arthur", "Rushing, Cody", "McGrath, Thomas", "N", "a, Neel" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.23
https://aclanthology.org/2024.blackboxnlp-1.23/
Poster
2406.12058
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
[ "Mohammadi, Seyedali", "Raff, Edward", "Malekar, Jinendra", "Palit, Vedant", "Ferraro, Francis", "Gaur, Manas" ]
[ "https://github.com/vedantpalit/WellDunn" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.24
https://aclanthology.org/2024.blackboxnlp-1.24/
Poster
Do Metadata and Appearance of the Retrieved Webpages Affect LLM's Reasoning in Retrieval-Augmented Generation?
[ "Chiang, Cheng-Han", "Lee, Hung-yi" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.25
https://aclanthology.org/2024.blackboxnlp-1.25/
Poster
2310.10348
Attribution Patching Outperforms Automated Circuit Discovery
[ "Syed, Aaquib", "Rager, Can", "Conmy, Arthur" ]
[ "https://github.com/aaquib111/acdcpp" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.26
https://aclanthology.org/2024.blackboxnlp-1.26/
Poster
2401.10862
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning
[ "Hasan, Adib", "Rugina, Ileana", "Wang, Alex" ]
https://huggingface.co/papers/2401.10862
[ "https://github.com/crystaleye42/eval-safety" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.27
https://aclanthology.org/2024.blackboxnlp-1.27/
Poster
IvRA: A Framework to Enhance Attention-Based Explanations for Language Models with Interpretability-Driven Training
[ "Xie, Sean", "Vosoughi, Soroush", "Hassanpour, Saeed" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.28
https://aclanthology.org/2024.blackboxnlp-1.28/
Poster
2408.11252
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models
[ "Kamahi, Sepehr", "Yaghoobzadeh, Yadollah" ]
[ "https://github.com/sepehr-kamahi/faith" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.29
https://aclanthology.org/2024.blackboxnlp-1.29/
Poster
2409.14381
Investigating Layer Importance in Large Language Models
[ "Zhang, Yang", "Dong, Yanfei", "Kawaguchi, Kenji" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.30
https://aclanthology.org/2024.blackboxnlp-1.30/
Poster
Mechanistic?
[ "Saphra, Naomi", "Wiegreffe, Sarah" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.31
https://aclanthology.org/2024.blackboxnlp-1.31/
Poster
2408.12263
Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates
[ "Sakai, Yusuke", "Nohejl, Adam", "Hang, Jiangnan", "Kamigaito, Hidetaka", "Watanabe, Taro" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.32
https://aclanthology.org/2024.blackboxnlp-1.32/
Poster
Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models
[ "Ghilardi, Davide", "Belotti, Federico", "Molinari, Marco", "Lim, Jaehyuk" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.33
https://aclanthology.org/2024.blackboxnlp-1.33/
Poster
Wrapper Boxes for Faithful Attribution of Model Predictions to Training Data
[ "Su, Yiheng", "Li, Junyi Jessy", "Lease, Matthew" ]
[ "" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.34
https://aclanthology.org/2024.blackboxnlp-1.34/
Poster
2406.17563
Multi-property Steering of Large Language Models with Dynamic Activation Composition
[ "Scalena, Daniel", "Sarti, Gabriele", "Nissim, Malvina" ]
https://huggingface.co/papers/2406.17563
[ "https://github.com/danielsc4/dynamic-activation-composition" ]
[]
[]
[]
EMNLP2024
blackboxnlp-1.35
https://aclanthology.org/2024.blackboxnlp-1.35/
Poster
2410.05817
Probing Language Models on Their Knowledge Source
[ "Tighidet, Zineddine", "Mei, Jiali", "Piwowarski, Benjamin", "Gallinari, Patrick" ]
https://huggingface.co/papers/2410.05817
[ "https://github.com/Zineddine-Tighidet/knowledge-probing-framework" ]
[]
[]
[]
EMNLP2024
conll-1.1
https://aclanthology.org/2024.conll-1.1/
Poster
Words That Stick: Using Keyword Cohesion to Improve Text Segmentation
[ "Maraj, Amit", "Vargas Martin, Miguel", "Makrehchi, Masoud" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.2
https://aclanthology.org/2024.conll-1.2/
Poster
2410.05099
Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances
[ "Wr{\\'o}blewska, Alina" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.3
https://aclanthology.org/2024.conll-1.3/
Poster
Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings
[ "Pham, Viet Thanh", "Qu, Shilin", "Moghimifar, Farhad", "Sharma, Suraj", "Li, Yuan-Fang", "Wang, Weiqing", "Haf, Reza" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.4
https://aclanthology.org/2024.conll-1.4/
Poster
Lossy Context Surprisal Predicts Task-Dependent Patterns in Relative Clause Processing
[ "McCurdy, Kate", "Hahn, Michael" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.5
https://aclanthology.org/2024.conll-1.5/
Poster
Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models
[ "Yao, Guangzhen", "Wang, Yuehan", "Xu, Hui", "Zhang, Long", "MiaoQI, MiaoQI" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.6
https://aclanthology.org/2024.conll-1.6/
Poster
2411.07075
Transformer verbatim in-context retrieval across time and scale
[ "Armeni, Kristijan", "Pranji{\\'c}, Marko", "Pollak, Senja" ]
[ "https://github.com/kristijanarmeni/verbatim-memory-in-nlms" ]
[]
[]
[]
EMNLP2024
conll-1.7
https://aclanthology.org/2024.conll-1.7/
Poster
2209.13331
EditEval: An Instruction-Based Benchmark for Text Improvements
[ "Dwivedi-Yu, Jane", "Schick, Timo", "Jiang, Zhengbao", "Lomeli, Maria", "Lewis, Patrick", "Izacard, Gautier", "Grave, Edouard", "Riedel, Sebastian", "Petroni, Fabio" ]
https://huggingface.co/papers/2209.13331
[ "https://github.com/facebookresearch/editeval" ]
[]
[]
[]
EMNLP2024
conll-1.8
https://aclanthology.org/2024.conll-1.8/
Poster
2407.05841
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models
[ "Mundra, N", "ini", "Kh", "avally, Aditya N", "a Kishore", "Dabre, Raj", "Puduppully, Ratish", "Kunchukuttan, Anoop", "Khapra, Mitesh M" ]
https://huggingface.co/papers/2407.05841
[ "https://github.com/AI4Bharat/VocabAdaptation_LLM" ]
[]
[]
[]
EMNLP2024
conll-1.9
https://aclanthology.org/2024.conll-1.9/
Poster
2410.14335
Critical Questions Generation: Motivation and Challenges
[ "Calvo Figueras, Blanca", "Agerri, Rodrigo" ]
[ "https://github.com/hitz-zentroa/critical_questions_generation" ]
[]
[]
[]
EMNLP2024
conll-1.10
https://aclanthology.org/2024.conll-1.10/
Poster
2305.18582
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy
[ "Yu, Pengfei", "Ji, Heng" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.11
https://aclanthology.org/2024.conll-1.11/
Poster
2311.11229
Causal ATE Mitigates Unintended Bias in Controlled Text Generation
[ "Madhavan, Rahul", "Wadhawan, Kahini" ]
[ "https://github.com/causalate-mitigates-bias/causal-ate-mitigates-bias" ]
[]
[]
[]
EMNLP2024
conll-1.12
https://aclanthology.org/2024.conll-1.12/
Poster
On Functional Competence of LLMs for Linguistic Disambiguation
[ "Kibria, Raihan", "Dipta, Sheikh Intiser Uddin", "Adnan, Muhammad Abdullah" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.13
https://aclanthology.org/2024.conll-1.13/
Poster
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity
[ "Chun, Jon" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.14
https://aclanthology.org/2024.conll-1.14/
Poster
2403.07202
SPAWNing Structural Priming Predictions from a Cognitively Motivated Parser
[ "Prasad, Grusha", "Linzen, Tal" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.15
https://aclanthology.org/2024.conll-1.15/
Poster
Global Learning with Triplet Relations in Abstractive Summarization
[ "Lu, Fengyu", "Duan, Jiaxin", "Liu, Junfei" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.16
https://aclanthology.org/2024.conll-1.16/
Poster
TpT-ADE: Transformer Based Two-Phase ADE Extraction
[ "Kuchibhotla, Suryamukhi", "Singh, Manish" ]
[ "" ]
[]
[]
[]
EMNLP2024
conll-1.17
https://aclanthology.org/2024.conll-1.17/
Poster
2410.08162
The Effect of Surprisal on Reading Times in Information Seeking and Repeated Reading
[ "Klein, Keren Gruteke", "Meiri, Yoav", "Shubi, Omer", "Berzak, Yevgeni" ]
[ "https://github.com/lacclab/surprisal-non-ordinary-reading" ]
[]
[]
[]
EMNLP2024
conll-1.18
https://aclanthology.org/2024.conll-1.18/
Poster
2410.01305
Revisiting Hierarchical Text Classification: Inference and Metrics
[ "Plaud, Roman", "Labeau, Matthieu", "Saillenfest, Antoine", "Bonald, Thomas" ]
[ "https://github.com/romanplaud/revisitinghtc" ]
[]
[]
[]
EMNLP2024