Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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6,841 to 6,900 of 11,260

Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs
Simone Balloccu, Patrícia Schmidtová, Mateusz Lango +1
cs.CLcs.AIarXiv:2402.03927v22024
Open Question Answering with Weakly Supervised Embedding Models
Antoine Bordes, Jason Weston, Nicolas Usunier
cs.CLcs.LGarXiv:1404.4326v12014
Structured Pruning of Large Language Models
Ziheng Wang, Jeremy Wohlwend, Tao Lei
cs.CLcs.LGstat.MLarXiv:1910.04732v22019
Pre-training of Graph Augmented Transformers for Medication Recommendation
Junyuan Shang, Tengfei Ma, Cao Xiao +1
cs.AIcs.CLcs.LGarXiv:1906.00346v22019
Adversarial Removal of Demographic Attributes from Text Data
Yanai Elazar, Yoav Goldberg
cs.CLcs.LGstat.MLarXiv:1808.06640v22018
Unified Named Entity Recognition as Word-Word Relation Classification
Jingye Li, Hao Fei, Jiang Liu +5
cs.CLarXiv:2112.10070v12021
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Xin Li, Lidong Bing, Piji Li +1
cs.CLarXiv:1811.05082v22018
INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
Chao Chen, Kai Liu, Ze Chen +5
cs.CLarXiv:2402.03744v22024
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models
Cheng Niu, Yuanhao Wu, Juno Zhu +5
cs.CLarXiv:2401.00396v22023
Effective Long-Context Scaling of Foundation Models
Wenhan Xiong, Jingyu Liu, Igor Molybog +18
cs.CLarXiv:2309.16039v32023
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks
Zhilin Yang, Ruslan Salakhutdinov, William W. Cohen
cs.CLcs.LGarXiv:1703.06345v12017
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation
Najoung Kim, Tal Linzen
cs.CLarXiv:2010.05465v12020
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information
Kawin Ethayarajh, Yejin Choi, Swabha Swayamdipta
cs.CLcs.AIcs.LGarXiv:2110.08420v32021
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
Xizhou Zhu, Yuntao Chen, Hao Tian +10
cs.AIcs.CLcs.CVarXiv:2305.17144v22023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection
Nuno M. Guerreiro, Ricardo Rei, Daan van Stigt +3
cs.CLarXiv:2310.10482v12023
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Hu Xu, Bing Liu, Lei Shu +1
cs.CLarXiv:1805.04601v12018
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets
Mor Geva, Yoav Goldberg, Jonathan Berant
cs.CLarXiv:1908.07898v22019
The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation
Jochen Hartmann, Jasper Schwenzow, Maximilian Witte
cs.CLcs.CYarXiv:2301.01768v12023
Commonsense Knowledge Mining from Pretrained Models
Joshua Feldman, Joe Davison, Alexander M. Rush
cs.CLcs.AIcs.LGarXiv:1909.00505v12019
The Effect of Sampling Temperature on Problem Solving in Large Language Models
Matthew Renze, Erhan Guven
cs.CLcs.AIarXiv:2402.05201v32024
Improving Topic Models with Latent Feature Word Representations
Dat Quoc Nguyen, Richard Billingsley, Lan Du +1
cs.CLcs.IRcs.LGarXiv:1810.06306v12018
Deep Joint Entity Disambiguation with Local Neural Attention
Octavian-Eugen Ganea, Thomas Hofmann
cs.CLarXiv:1704.04920v32017
Towards Making the Most of ChatGPT for Machine Translation
Keqin Peng, Liang Ding, Qihuang Zhong +5
cs.CLarXiv:2303.13780v42023
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training
Xidong Feng, Ziyu Wan, Muning Wen +4
cs.LGcs.AIcs.CLarXiv:2309.17179v22023
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations
Shengxian Wan, Yanyan Lan, Jiafeng Guo +3
cs.AIcs.CLcs.NEarXiv:1511.08277v12015
Relation Classification via Recurrent Neural Network
Dongxu Zhang, Dong Wang
cs.CLcs.LGcs.NEarXiv:1508.01006v22015
Syntax-Directed Variational Autoencoder for Structured Data
Hanjun Dai, Yingtao Tian, Bo Dai +2
cs.LGcs.CLarXiv:1802.08786v12018
Multilingual and Multi-Aspect Hate Speech Analysis
Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang +2
cs.CLarXiv:1908.11049v12019
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
Muhammad Imran, Prasenjit Mitra, Carlos Castillo
cs.CLcs.CYcs.SIarXiv:1605.05894v22016
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks
Binxuan Huang, Yanglan Ou, Kathleen M. Carley
cs.CLarXiv:1804.06536v12018
Large Language Models for Mathematical Reasoning: Progresses and Challenges
Janice Ahn, Rishu Verma, Renze Lou +3
cs.CLarXiv:2402.00157v42024
A Survey of Available Corpora for Building Data-Driven Dialogue Systems
Iulian Vlad Serban, Ryan Lowe, Peter Henderson +2
cs.CLcs.AIcs.HCarXiv:1512.05742v32015
Clinically Accurate Chest X-Ray Report Generation
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew McDermott +4
cs.CVcs.CLarXiv:1904.02633v22019
Data Selection for Language Models via Importance Resampling
Sang Michael Xie, Shibani Santurkar, Tengyu Ma +1
cs.CLcs.LGarXiv:2302.03169v32023
Generating Sequences by Learning to Self-Correct
Sean Welleck, Ximing Lu, Peter West +4
cs.CLarXiv:2211.00053v12022
OpenAGI: When LLM Meets Domain Experts
Yingqiang Ge, Wenyue Hua, Kai Mei +5
cs.AIcs.CLcs.LGarXiv:2304.04370v62023
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
Yiyang Zhou, Chenhang Cui, Jaehong Yoon +5
cs.LGcs.CLcs.CVarXiv:2310.00754v22023
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu +2
cs.CLarXiv:2105.03887v12021
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning +2
cs.CLarXiv:2305.14795v32023
SqueezeLLM: Dense-and-Sparse Quantization
Sehoon Kim, Coleman Hooper, Amir Gholami +5
cs.CLcs.LGarXiv:2306.07629v42023
TrustLLM: Trustworthiness in Large Language Models
Yue Huang, Lichao Sun, Haoran Wang +67
cs.CLarXiv:2401.05561v62024
RARR: Researching and Revising What Language Models Say, Using Language Models
Luyu Gao, Zhuyun Dai, Panupong Pasupat +8
cs.CLcs.AIcs.IRarXiv:2210.08726v32022
Nomic Embed: Training a Reproducible Long Context Text Embedder
Zach Nussbaum, John X. Morris, Brandon Duderstadt +1
cs.CLcs.AIarXiv:2402.01613v22024
Black-Box Tuning for Language-Model-as-a-Service
Tianxiang Sun, Yunfan Shao, Hong Qian +2
cs.CLcs.AIarXiv:2201.03514v42022
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Jun Shern Chan, Neil Chowdhury, Oliver Jaffe +9
cs.CLarXiv:2410.07095v62024
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Aohan Zeng, Mingdao Liu, Rui Lu +4
cs.CLcs.AIcs.LGarXiv:2310.12823v22023
Is GPT-3 a Good Data Annotator?
Bosheng Ding, Chengwei Qin, Linlin Liu +4
cs.CLarXiv:2212.10450v22022
Gromov-Wasserstein Alignment of Word Embedding Spaces
David Alvarez-Melis, Tommi S. Jaakkola
cs.CLarXiv:1809.00013v12018
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Julia Kreutzer, Isaac Caswell, Lisa Wang +49
cs.CLcs.AIarXiv:2103.12028v42021
Attentive Pooling Networks
Cicero dos Santos, Ming Tan, Bing Xiang +1
cs.CLcs.LGarXiv:1602.03609v12016
Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
Zheng Yuan, Hongyi Yuan, Chengpeng Li +5
cs.CLarXiv:2308.01825v22023
Controlling Linguistic Style Aspects in Neural Language Generation
Jessica Ficler, Yoav Goldberg
cs.CLarXiv:1707.02633v12017
Text Generation from Knowledge Graphs with Graph Transformers
Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan +2
cs.CLarXiv:1904.02342v32019
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models
Hanqing Zhang, Haolin Song, Shaoyu Li +2
cs.CLarXiv:2201.05337v52022
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer
Kanishka Rao, Haşim Sak, Rohit Prabhavalkar
cs.CLcs.SDeess.ASarXiv:1801.00841v12018
Adversarial Feature Matching for Text Generation
Yizhe Zhang, Zhe Gan, Kai Fan +4
stat.MLcs.CLcs.LGarXiv:1706.03850v32017
VeRA: Vector-based Random Matrix Adaptation
Dawid J. Kopiczko, Tijmen Blankevoort, Yuki M. Asano
cs.CLarXiv:2310.11454v22023
Temporal Analysis of Language through Neural Language Models
Yoon Kim, Yi-I Chiu, Kentaro Hanaki +2
cs.CLarXiv:1405.3515v12014
Robust Distortion-free Watermarks for Language Models
Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto +1
cs.LGcs.CLcs.CRarXiv:2307.15593v32023
Unleashing the potential of prompt engineering for large language models
Banghao Chen, Zhaofeng Zhang, Nicolas Langrené +1
cs.CLcs.AIarXiv:2310.14735v62023

Computation and Language

Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs

Open Question Answering with Weakly Supervised Embedding Models

Structured Pruning of Large Language Models

Pre-training of Graph Augmented Transformers for Medication Recommendation

Adversarial Removal of Demographic Attributes from Text Data

Unified Named Entity Recognition as Word-Word Relation Classification

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models

Effective Long-Context Scaling of Foundation Models

Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks

COGS: A Compositional Generalization Challenge Based on Semantic Interpretation

Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection

Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

The political ideology of conversational AI: Converging evidence on ChatGPT's pro-environmental, left-libertarian orientation

Commonsense Knowledge Mining from Pretrained Models

The Effect of Sampling Temperature on Problem Solving in Large Language Models

Improving Topic Models with Latent Feature Word Representations

Deep Joint Entity Disambiguation with Local Neural Attention

Towards Making the Most of ChatGPT for Machine Translation

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations

Relation Classification via Recurrent Neural Network

Syntax-Directed Variational Autoencoder for Structured Data

Multilingual and Multi-Aspect Hate Speech Analysis

Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages

Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks

Large Language Models for Mathematical Reasoning: Progresses and Challenges

A Survey of Available Corpora for Building Data-Driven Dialogue Systems

Clinically Accurate Chest X-Ray Report Generation

Data Selection for Language Models via Importance Resampling

Generating Sequences by Learning to Self-Correct

OpenAGI: When LLM Meets Domain Experts

Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

SqueezeLLM: Dense-and-Sparse Quantization

TrustLLM: Trustworthiness in Large Language Models

RARR: Researching and Revising What Language Models Say, Using Language Models

Nomic Embed: Training a Reproducible Long Context Text Embedder

Black-Box Tuning for Language-Model-as-a-Service

MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

AgentTuning: Enabling Generalized Agent Abilities for LLMs

Is GPT-3 a Good Data Annotator?

Gromov-Wasserstein Alignment of Word Embedding Spaces

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

Attentive Pooling Networks

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Controlling Linguistic Style Aspects in Neural Language Generation

Text Generation from Knowledge Graphs with Graph Transformers

A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models

Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer

Adversarial Feature Matching for Text Generation

VeRA: Vector-based Random Matrix Adaptation

Temporal Analysis of Language through Neural Language Models

Robust Distortion-free Watermarks for Language Models

Unleashing the potential of prompt engineering for large language models