From 94b0a5a5f1a311264496a14d890eca04d5b8309e Mon Sep 17 00:00:00 2001 From: Arthur Wayne Date: Fri, 21 Feb 2025 02:18:10 -0500 Subject: [PATCH 1/5] blog post ready --- _data/authors.yml | 21 +- _posts/2025-02-19-BAP.md | 384 +++++++++++++++++++++++++++++++++ assets/images/BAP/bap_fig1.png | Bin 0 -> 482313 bytes 3 files changed, 404 insertions(+), 1 deletion(-) create mode 100644 _posts/2025-02-19-BAP.md create mode 100644 assets/images/BAP/bap_fig1.png diff --git a/_data/authors.yml b/_data/authors.yml index daa61473f526..5a566726eb6c 100644 --- a/_data/authors.yml +++ b/_data/authors.yml @@ -578,4 +578,23 @@ Lyle Ungar: url: "mailto:ungar@cis.upenn.edu" - label: "Website" icon: "fas fa-fw fa-link" - url: "https://www.cis.upenn.edu/~ungar/" \ No newline at end of file + url: "https://www.cis.upenn.edu/~ungar/" + +Arthur Wayne: + name : "Arthur Wayne" + avatar : "https://arthursolwayne.com/pfp.png" + bio : "Researcher at Penn" + home : https://arthursolwayne.com/ + links: + - label: "Email" + icon: "fas fa-fw fa-envelope-square" + url: "mailto:artwayne@seas.upenn.edu" + - label: "Website" + icon: "fas fa-fw fa-link" + url: "https://arthursolwayne.com" + - label: "Twitter" + icon: "fab fa-fw fa-twitter-square" + url: "https://x.com/arthursolwayne" + - label: "GitHub" + icon: "fab fa-fw fa-github" + url: "https://github.com/arthursolwayne" \ No newline at end of file diff --git a/_posts/2025-02-19-BAP.md b/_posts/2025-02-19-BAP.md new file mode 100644 index 000000000000..ac58d72297a8 --- /dev/null +++ b/_posts/2025-02-19-BAP.md @@ -0,0 +1,384 @@ +--- +published: true +title: "Where’s the Bug? Attention Probing for Scalable Fault Localization" +excerpt: "A performant, lightweight approach to identifying line-level bugs with only weak supervision." +header: + overlay_color: "#000" + overlay_filter: "0.5" + overlay_image: assets/images/BAP/bap_fig1.png + teaser: assets/images/BAP/bap_fig1.png + actions: + - label: "Paper" + url: "https://arxiv.org/abs/2502.13966" + - label: "Code" + url: "https://github.com/adaminsky/BAP" +authors: + - Adam Stein|equal + - Arthur Wayne|equal + - Aaditya Naik + - Mayur Naik + - Eric Wong + +--- + + + + + + +Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge for AI-powered software engineering. As large language models (LLMs) grow increasingly performant for code-related tasks, this issue has become more pressing than ever. LLM-based automatic can propose bug fixes using only a user’s bug report, but their effectiveness is fundamentally limited by their ability to perform fault localization. + +Existing deep learning-based FL techniques either: +1. **Demand Execution:** Require running tests (e.g., spectrum-based or mutation-based) +2. **Require Strong Supervision:** Need large datasets of line-level bug labels +3. **Rely on Large LLMs:** Perform only somewhat reliably and extremely expensive at scale + +For large, real-world, and rapidly evolving codebases, these solutions are not scalable. The leads us to a central question: *How do we achieve strong FL performance without tests, strong supervision, or large-scale models?* + +To this end, we propose the **Bug Attention Probe (BAP)** which tackles FL by learning to localize bugs with only *weak supervision*—that is, without needing explicit localization labels. BAP outperforms traditional FL baselines and prompting of large-scale LLMs + +--- + +## Highlights of BAP + +1. **Lightweight, Yet Powerful** + BAP is significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. + +2. **Multi-line Bug Localization** + Because our method produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. + +3. **Stronger Generalization** + BAP performs well on new, unseen bugs (e.g., Defects4J v3.0.1) even when trained on older or smaller sets. + +--- + +### Key Idea +BAP is built around the insight that a model's attention mechanism can implicitly reveal the most suspicious parts of code. If we train a small model to classify code as buggy or not (weak supervision), its learned attention weights may reveal which tokens lead to that decision. Summing those attention patterns at the line level produces a human-interpretable localization—no explicit line-level bug label needed. + +**Steps**: +1. **Weak Supervision** + BAP trains on a bug detection dataset: each sample is labeled just “buggy” or “clean.” No line-level info needed. +2. **Attention Extraction** + We attach a single-layer Transformer decoder block (a probe) to the LLM’s hidden states. As we train on the detection task, we collect each token’s attention score to the final token. +3. **Line-level Ranking** + We sum the attention of tokens belonging to each line. The line(s) with the highest sum is flagged as most likely containing the bug. + +--- + +## A Toy Buggy Example +Considering the following Java program: +```java +Integer vote; +public void addVote(int age) { + if (age >= 18) { + System.out.println("You're a minor!"); + } else { + vote++; + System.out.println("You can vote!"); + } +} +``` +**What went wrong?** +The condition is inverted (`>= 18` prints “You’re a minor!”), and `vote` can be null. + + + + +
+ +
0.03Integer vote;
+
0.07public void addVote(int age) {
+
0.28 if (age >= 18) {
+
0.05 System.out.println("You're a minor!");
+
0.04 } else {
+
0.28 vote++;
+
0.10 System.out.println("You can vote!");
+
0.02 }
+
0.01}
+ +
+ +**What BAP sees** +After training on just “buggy” vs “clean,” BAP’s line-level attention highlights `if (age >= 18)` and `vote++;` as top suspects for buggy lines. No test harness or line-level annotations were needed—only knowledge that “this snippet is buggy.” + +In reality, the bugs we evaluate on are far less clear cut and better resemble real-world bug encounters. + +--- + +## Performance Snapshot + +BAP was evaluated against baselines across eight diverse datasets, spanning a variety of languages and bug types, including: + - [Defects4J v1.2.0](https://github.com/rjust/defects4j) (395 real-world Java bugs) and [Defects4J v3.0.1](https://github.com/rjust/defects4j) (543 additional bugs, released November 2024) + - [GitHub-Python](https://nlp.stanford.edu/pubs/pybugs.pdf) (syntax errors, Yasunaga & Liang, 2021) and [GitHub-Java](https://arxiv.org/abs/1809.03068) (syntax errors, Santos et al., 2018) + - [DeepFix](https://arxiv.org/abs/1705.07852) (real C programs written by students, Gupta et al., 2017) + - [TSSB-3M](https://arxiv.org/abs/2209.00722) (“Simple, stupid bugs” in Python, Richter & Wehrheim, 2022) + - [ManySStuBs4J](https://arxiv.org/abs/2005.10636) (Java SStuBs, Karampatsis & Sutton, 2020) + - [Juliet-Java](https://samate.nist.gov/SARD/test-suites/112) and [Juliet-C](https://samate.nist.gov/SARD/test-suites/111) (synthetic code with Common Weakness Enumerations, NIST Juliet Test Suite, 2023) + + + + + + All Charts Example + + + + + + +

Top-1 Localization Accuracy

+

+ Averaged across all eight datasets, BAP improves by 34.6% top-1 accuracy + compared to the strongest baseline and 93.4% over zero-shot prompting GPT-4. +

+ + + + + +

Multiple Lines

+

+ On multi-line bugs, BAP captures more relevant lines than typical single-line + localizers, showing better precision at top-k lines. +

+ + + + + +

Resource Efficiency

+

+ BAP’s smaller memory requirements and lower FLOPs mean it can be integrated + into continuous integration workflows or potentially even local development + IDEs. +

+ + + + + + +--- + +## Future Directions + +- **Long-Code FL**: For functions spanning 100+ lines, BAP could be extended with different aggregation functions or improved attention mechanisms. +- **Repository-Level Localization**: BAP currently focuses on method-level context; next steps involve bridging to entire files or multi-file projects. +- **Broader Context**: Combining BAP with bug-fixing models or test generation frameworks might yield an end-to-end debugging pipeline. + +--- + +## Conclusion + +BAP demonstrates that weak supervision can yield strong line-level fault localization. It bridges the gap between requiring test-based FL and prompting large language models. If you’re searching for a simple, efficient, and performant way to spot code bugs, give BAP a look! + +**Interested?** +- **[Read the Paper](https://arxiv.org/abs/2502.13966)** for rigorous experiments, ablations, and theoretical underpinnings. +- **[Check Out the Code](https://github.com/adaminsky/BAP)** to try BAP’s bug localization on your own projects. \ No newline at end of file diff --git a/assets/images/BAP/bap_fig1.png b/assets/images/BAP/bap_fig1.png new file mode 100644 index 0000000000000000000000000000000000000000..44c91185dd8ad640bb6b776170da674716a96e50 GIT binary patch literal 482313 zcmeFZRa9JEwgy_bySo$+ELf1>?m>dP6&lA7K7?o(7!fggbPiGi-THfD%I&mOAT_B6 z?*ZBhADp>jpW%8Lh7hFb(a|Fj#lT`-@-UxP0Ok?+Fcb*pDlk>kG)Dx~VBC*wNTm#P zgCv9P0CO}tE4uH1Us!>5nRImLZggM=WgD&;4C?vI{M}GQI2#n|WK$rh z{s#P#K}Qs`Lq)Z{;*k2pLt$=GX@kTiLf!kA#mQl}idIcZ^SyYYvl9zn(7TPgiV=sh zI&w|t%XDNEwcW`vI(q5!^UDkQcxPw%Q0E!s{^g~k;pOGUg9Hxl@-<=@+!|m{!6Jz> z?cxwR;aV0t@|H?U0A}bpG5{vr1^^E|gDwbw6#5SUz{Q6Fkf5Kq(0{2M*#9m?hRK2Z 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assets/images/BAP/codeprobes_3.png | Bin 0 -> 75344 bytes 4 files changed, 374 insertions(+), 252 deletions(-) create mode 100644 assets/images/BAP/codeprobes_1.png create mode 100644 assets/images/BAP/codeprobes_2.png create mode 100644 assets/images/BAP/codeprobes_3.png diff --git a/_posts/2025-02-19-BAP.md b/_posts/2025-02-19-BAP.md index ac58d72297a8..9ecd4ac42a7b 100644 --- a/_posts/2025-02-19-BAP.md +++ b/_posts/2025-02-19-BAP.md @@ -19,6 +19,21 @@ authors: - Mayur Naik - Eric Wong +step1: + - url: "/assets/images/BAP/codeprobes_1_blog.png" + image_path: "/assets/images/BAP/codeprobes_1_blog.png" + alt: "" + title: "" +step2: + - url: "/assets/images/BAP/codeprobes_2_blog.png" + image_path: "/assets/images/BAP/codeprobes_2_blog.png" + alt: "" + title: "" +step3: + - url: "/assets/images/BAP/codeprobes_3_blog.png" + image_path: "/assets/images/BAP/codeprobes_3_blog.png" + alt: "" + title: "" --- -Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge for AI-powered software engineering. As large language models (LLMs) grow increasingly performant for code-related tasks, this issue has become more pressing than ever. LLM-based automatic can propose bug fixes using only a user’s bug report, but their effectiveness is fundamentally limited by their ability to perform fault localization. +> Existing methods for localizing bugs rely on executable test cases, require training on costly and often noisy line-level annotations, or demand resource-intensive LLMs. We present Bug Attention Probe (BAP), a method which learns state-of-the-art fault localization without any direct localization labels, outperforming traditional fault localization baselines and prompting of large-scale LLMs. We also demonstrate that BAP is highly efficient, outperforming large open-weight models at a small fraction of the computational cost. -Existing deep learning-based FL techniques either: -1. **Demand Execution:** Require running tests (e.g., spectrum-based or mutation-based) -2. **Require Strong Supervision:** Need large datasets of line-level bug labels -3. **Rely on Large LLMs:** Perform only somewhat reliably and extremely expensive at scale +Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge in software engineering. As large language models (LLMs) become increasingly performant on code-related tasks, automating FL becomes even more pressing. For example, LLMs are now used to propose complete bug fixes from only a user’s bug report, but their effectiveness is fundamentally limited by their ability to first find where the bug is. -For large, real-world, and rapidly evolving codebases, these solutions are not scalable. The leads us to a central question: *How do we achieve strong FL performance without tests, strong supervision, or large-scale models?* +Existing solutions for FL either require: +1. **Executable Tests:** Traditional methods such as spectrum-based and mutation-based FL rely on the ability to execute code and run an existing test suite over the code. +2. **Strong Supervision:** Training-based methods use large datasets of line-level bug labels which are often noisy or require extensive human effort to clean. +3. **The Largest of LLMs:** Prompting methods become expensive at scale and with repeated querying, and they often can be outperformed by finetuning methods. + +For large, real-world, and rapidly evolving codebases, these solutions are not scalable. The leads us to our central question: + +> *How do we achieve strong FL performance without tests, strong supervision, or large-scale models?* To this end, we propose the **Bug Attention Probe (BAP)** which tackles FL by learning to localize bugs with only *weak supervision*—that is, without needing explicit localization labels. BAP outperforms traditional FL baselines and prompting of large-scale LLMs ---- -## Highlights of BAP +## Attention Probing for Fault Localization -1. **Lightweight, Yet Powerful** - BAP is significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. +BAP is built around the insight that a model's attention mechanism can implicitly reveal the most suspicious parts of code. If we train a small model to classify code as buggy or not (weak supervision), its learned attention weights may reveal which tokens lead to that decision. Summing those attention patterns at the line level produces a human-interpretable localization—no explicit line-level bug label needed. -2. **Multi-line Bug Localization** - Because our method produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. +BAP consists of 3 steps: training with weak supervision, token-level attention extraction, and line-level attention aggregation. Click through the tabs below for an explanation of each step. + +

-3. **Stronger Generalization** - BAP performs well on new, unseen bugs (e.g., Defects4J v3.0.1) even when trained on older or smaller sets. + -### Key Idea -BAP is built around the insight that a model's attention mechanism can implicitly reveal the most suspicious parts of code. If we train a small model to classify code as buggy or not (weak supervision), its learned attention weights may reveal which tokens lead to that decision. Summing those attention patterns at the line level produces a human-interpretable localization—no explicit line-level bug label needed. -**Steps**: -1. **Weak Supervision** - BAP trains on a bug detection dataset: each sample is labeled just “buggy” or “clean.” No line-level info needed. -2. **Attention Extraction** - We attach a single-layer Transformer decoder block (a probe) to the LLM’s hidden states. As we train on the detection task, we collect each token’s attention score to the final token. -3. **Line-level Ranking** - We sum the attention of tokens belonging to each line. The line(s) with the highest sum is flagged as most likely containing the bug. ---- -## A Toy Buggy Example -Considering the following Java program: + + +## A Toy Example +We will now demonstrate BAP on a simple example to illustrate how it works and its usefulness. +Consider the following Java code snippet which we wrote: ```java Integer vote; public void addVote(int age) { @@ -80,19 +195,18 @@ public void addVote(int age) { } } ``` -**What went wrong?** -The condition is inverted (`>= 18` prints “You’re a minor!”), and `vote` can be null. +If you look closely at the code, there are two major bugs! The first is that the condition for the if statement is inverted (`>= 18` prints "You’re a minor!"). The second issue is slightly more subtle in that the `vote` variable is defined as an `Integer` object, but the constructor is never called. This means that `vote` will be null when we try to increment its value. How would we apply BAP to this code and what will the output look like? +### BAP Attends to Buggy Lines @@ -256,19 +328,13 @@ In reality, the bugs we evaluate on are far less trivial and better resemble rea ## BAP Evaluation -Through an extensive evaluation on eight diverse fault localization datasets including Python, Java, and C bugs, we show the following: +We evaluate BAP on eight diverse fault localization datasets including Python, Java, and C bugs, and we show that BAP outperforms the baselines at top-1 FL performance. See the first tab below for the plot of top-1 FL accuracy for all eight datasets of BAP compared to GPT-4o prompting as well as a recent deep learning FL approach called LLMAO. -1. **BAP Outperforms Baselines at FL** - BAP achieves state-of-the-art top-1 fault localization performance. -2. **BAP is Efficient** - BAP is significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. +Because our method produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. -3. **BAP Localizes Multi-line Bugs** - Because our method produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. +BAP is significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. -4. **BAP can Generalize to New Bug Datasets** - BAP performs well on new, unseen bugs (e.g., Defects4J v3.0.1) even when trained on older or smaller sets. @@ -492,8 +558,8 @@ Through an extensive evaluation on eight diverse fault localization datasets inc ## Future Directions -- **Long-Code FL**: For functions spanning 100+ lines, BAP could be extended with different aggregation functions or improved attention mechanisms. -- **Repository-Level Localization**: BAP currently focuses on method-level context; next steps involve bridging to entire files or multi-file projects. +- **Long-Code FL**: For functions spanning 100+ lines, BAP could be extended with different aggregation functions or improved attention mechanisms. +- **Repository-Level Localization**: BAP currently focuses on method-level context; next steps involve bridging to entire files or multi-file projects. - **Broader 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a/_posts/2025-02-19-BAP.md b/_posts/2025-02-19-BAP.md index c0cb3f6b6e22..ac0958643bc2 100644 --- a/_posts/2025-02-19-BAP.md +++ b/_posts/2025-02-19-BAP.md @@ -46,23 +46,26 @@ step3: > Locating bugs in code remains a challenging problem for both humans and automated systems. > Existing methods either require existing test cases, training on costly line-level annotations, or resource-intensive LLMs. We present Bug Attention Probe (BAP), a method which learns to localize bugs without any direct localization labels, outperforming traditional fault localization baselines and prompting of large-scale LLMs. BAP is also highly efficient, outperforming large open-weight models at a small fraction of the computational cost. -Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge in software engineering. As large language models (LLMs) become increasingly performant on code-related tasks, automating FL becomes even more useful and important. For example, LLMs are now used to propose complete bug fixes from only a user’s bug report, but their effectiveness is fundamentally limited by their ability to first locate the bug. +Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge in software engineering. As large language models (LLMs) become increasingly performant on code-related tasks, automating FL becomes even more useful and important. For example, LLMs are now used to propose complete bug fixes from only a user’s bug report, but their effectiveness is limited by their ability to first locate the bug. -In the field of software engineering, this problem has been extensively studied, but the proposed methods are often limited by the requirement for code execution and results in overall poor performance. Rather than rely on code execution, deep learning approaches train models on line-level supervision (which lines have a bug and which do not have a bug), but this finegrained supervision is costly to collect. On the other hand, the largest and most capable LLMs now achieve state-of-the-art FL through just prompting. +In the field of software engineering, this problem has been extensively studied, but the proposed methods often require code execution and provide overall poor performance. Rather than rely on code execution, recent deep learning approaches train models on line-level supervision (i.e. which lines have a bug and which do not have a bug), but this form of supervision is costly to collect. In many cases, LLMs with just prompting can achieve state-of-the-art FL, but only the largest of LLMs. -For large, real-world, and rapidly evolving codebases, repeated use of expensive LLMs becomes highly costly, so it is valuable to achieve strong FL with smaller models. The leads us to our central question: +The limitations of these existing FL approaches make their use on real-world code challenging. +LLMs now offer FL on arbitrary code, enabling tools which can autonomously fix bugs without any special setup or training, but this comes at a cost. +While LLM costs are relatively low for individual calls, the use of the best LLMs becomes highly costly on large and rapidly-evolving codebases where the LLM may be evaluated on all code files for every code change. The leads us to our central question: How do we achieve strong FL performance without tests, strong supervision, or large-scale models? {: .notice--info} -To this end, we propose the *Bug Attention Probe* (BAP) which learns to perform FL using only *weak supervision*—that is, without needing line-level localization labels. Before presenting BAP, we first introduce the problem of FL. +To this end, we propose the *Bug Attention Probe* (BAP) which learns ontop of a lightweight LLM to perform FL using only weak supervision—that is, without needing line-level localization labels. Before presenting BAP, we will first introduce the problem of FL. ## Fault Localization (FL) -Before we start *finding* bugs, we define what a bug is in the first place. For our purposes, we say that a code segment can either have a bug or not have a bug, so we define a bug as a concept $$b: \mathcal{P}\rightarrow \{0, 1\}$$ where $$\mathcal{P}$$ is the space of all possible programs. +Before starting to find bugs, what is a bug in the first place? For our purposes, a code segment can either have a bug or not, so we define a bug as a property $$b: \mathcal{P}\rightarrow \{0, 1\}$$ where $$\mathcal{P}$$ is the space of all possible programs. For a fragment of code $$c\in\mathcal{P}$$, the code is buggy if $$b(c)=1$$. -We define what it means to localize a bug in terms of a counterfactual explanation. In particular, a program has a bug localized to line $$i$$ if modifying only line $$i$$ would remove the bug. Not all bugs can be localized to a single line, meaning one must modify multiple lines of code to make a code segment bug free. Therefore, the groundtruth FL labels for buggy code fragments consist of one or more numbers corresponding to the lines of code which must be modified to remove the bug. +We can now understand what it means to localize a bug. We use the notion of a counterfactual explanation to define bug localization. +In particular, a program has a bug localized to line $$i$$ if modifying only line $$i$$ would remove the bug. Not all bugs can be localized to a single line, meaning one must modify multiple lines of code to make a code fragment bug free. Therefore, the groundtruth FL labels for buggy code fragments consist of one or more numbers corresponding to the lines of code which must be modified to remove the bug. -An FL method is a function which takes a buggy code fragment as input and outputs one or more line numbers, $$l: \mathcal{P}\rightarrow \mathbb{Z}^+$$. An FL method can be extremely useful since it directly outputs which lines of code should be modified to fix a bug, but performing FL in practice faces several challenges. +An FL method is simply a mapping from a buggy code fragment to a list of numbers representing the lines which need to be modified to remove the bug, $$l: \mathcal{P}\rightarrow \mathbb{Z}^+$$. An FL method is highly useful since it directly outputs which lines of code should be modified to fix a bug, but performing FL in practice faces several challenges. ### Challenges in FL @@ -70,7 +73,7 @@ We identify three main challenges faced by existing FL methods. 1. **Need for Strong Supervision**: Learning-based FL methods train on datasets consisting of code fragments paired with the fault localization line numbers. Such datasets, however, require large amounts of manual effort to create since it requires already having a working method for fault localization. It is instead much easier to collect large amounts of code labelled as buggy or not since there are many accurate bug detection methods such as failing tests. 2. **Localizing Multi-line Bugs**: Most real-world bugs are localized to multiple lines, but existing FL methods mostly focus on the single-line case. -3. **Resource Efficiency**: LLMs perform state-of-the-art for FL, but only the most powerful LLMs which are often very expensive, especially for repeated calls. +3. **Resource Efficiency**: LLMs are state-of-the-art for FL, but only the most powerful LLMs which are expensive, especially for repeated calls. To address these challenges, we next present our method based on LLM probing. @@ -107,16 +110,16 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e
-
-

BAP trains on a bug detection dataset: each sample is labeled just "buggy" or "clean." No line-level info needed.

+
+

BAP trains on a bug detection dataset: each sample is labeled just "buggy" or "clean" and no line-level information is needed. While the training signal for BAP is a binary label, BAP uses an attention mechanism over a frozen LLM's latent representations to implicitly learn to localize the bug.

Weak Supervision
-
-

We attach a single-layer Transformer decoder block (a probe) to the LLM's hidden states. As we train on the detection task, we collect each token's attention score to the final token.

+
+

After BAP is trained on the detection task, we evaluate BAP on a code fragment and collect each code token's attention score to the final token to get token-level localization information. This information is not immediately interpretable since programmers operate on the code or line-level rather than the token-level.

Attention Extraction
-
-

We sum the attention of tokens belonging to each line. The line(s) with the highest sum is flagged as most likely containing the bug.

+
+

For each code line, we sum the attention scores for all tokens belonging to the line to get line-level localization scores. The line(s) with the highest sum is flagged as most likely containing the bug.

Line-level Ranking
@@ -146,7 +149,6 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e display: flex; justify-content: space-around; position: relative; - border-bottom: 2px solid #f0f0f0; } .tabs ul li { @@ -162,6 +164,7 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e font-weight: bold; transition: background 0.3s, color 0.3s; border-radius: 8px 8px 0 0; + border-bottom: 2px solid #f0f0f0; } .tabs ul li label:hover { @@ -246,6 +249,108 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e padding-left: calc(1rem - 4px); } } + +@media print { + /* Force ALL sections to display in print mode */ + .tabs .content section { + display: block !important; + opacity: 1 !important; + visibility: visible !important; + page-break-inside: avoid; + margin-bottom: 2rem; + position: relative !important; + left: 0 !important; + transform: none !important; + } + + /* Add tab titles for context when printed */ + .tabs .content section::before { + content: attr(data-tab-title); + display: block !important; + font-weight: bold; + font-size: 1.2em; + border-bottom: 1px solid #007bff; + margin-bottom: 1rem; + padding-bottom: 0.5rem; + } + + /* Hide tab interface elements in print */ + .tabs ul, .tabs .slider, .tabs input[type=radio] { + display: none !important; + } + + /* Remove background colors and styles that don't print well */ + .tabs, .tabs .content { + background: transparent !important; + box-shadow: none !important; + min-height: 0 !important; + height: auto !important; + } + + /* Fix for canvas rendering in print mode */ + canvas { + max-width: 100% !important; + height: auto !important; + page-break-inside: avoid; + } + + /* Force chart canvases to be visible */ + #comparisonChart, #barChart, #scatterChart { + display: block !important; + visibility: visible !important; + opacity: 1 !important; + margin-bottom: 2rem; + width: 100% !important; + } + + /* Add additional space between tab content */ + .tabs .content section { + margin-bottom: 3rem !important; + padding-bottom: 2rem !important; + border-bottom: 1px dashed #ccc; + } + + /* Control the width for print layout */ + @page { + margin: 1cm 2cm; + } + + .page-content { + width: 100% !important; + max-width: 750px !important; + margin: 0 auto !important; + } + + pre, code { + white-space: pre-wrap !important; + word-wrap: break-word !important; + font-size: 10pt; + } + + /* Improve code blocks for print */ + .code-container { + page-break-inside: avoid; + border: 1px solid #ddd !important; + margin-bottom: 1.5rem !important; + } + + /* Ensure images don't exceed page width */ + img { + max-width: 80% !important; + height: auto !important; + } + + /* Better headings in print */ + h1, h2, h3 { + page-break-after: avoid; + page-break-inside: avoid; + } + + p, h2, h3 { + orphans: 3; + widows: 3; + } +} @@ -310,12 +415,12 @@ If you look closely at the code, there are two major bugs! The first is that the
0.03Integer vote;
0.07public void addVote(int age) {
-
0.28 if (age >= 18) {
-
0.05 System.out.println("You're a minor!");
-
0.04 } else {
-
0.28 vote++;
-
0.10 System.out.println("You can vote!");
-
0.02 }
+
0.28 if (age >= 18) {
+
0.05 System.out.println("You're a minor!");
+
0.04 } else {
+
0.28 vote++;
+
0.10 System.out.println("You can vote!");
+
0.02 }
0.01}
@@ -360,7 +465,7 @@ BAP is significantly more efficient than prompting, outperforming large open-wei
-
+

Averaged across all eight datasets, BAP improves by 34.6% top-1 accuracy @@ -414,7 +519,7 @@ BAP is significantly more efficient than prompting, outperforming large open-wei new Chart(ctx1, config1);

-
+

On multi-line bugs, BAP captures more relevant lines than typical single-line @@ -485,7 +590,7 @@ BAP is significantly more efficient than prompting, outperforming large open-wei new Chart(ctx2, config2);

-
+

BAP’s smaller memory requirements and lower FLOPs mean it can be integrated @@ -558,15 +663,21 @@ BAP is significantly more efficient than prompting, outperforming large open-wei ## Future Directions -- **Long-Code FL**: For functions spanning 100+ lines, BAP could be extended with different aggregation functions or improved attention mechanisms. -- **Repository-Level Localization**: BAP currently focuses on method-level context; next steps involve bridging to entire files or multi-file projects. -- **Broader Context**: Combining BAP with bug-fixing models or test generation frameworks might yield an end-to-end debugging pipeline. +We are excited about future research directions in leveraging LLM probing for FL and related problems. For instance, a current limitation of BAP is that we only evaluated on code fragments of at most a couple hundred lines of code, but we are interested in future work on extending BAP to full repositories. In addition, we have yet to incorporate BAP into a full bug repair solution where the FL information from BAP is used by an LLM to propose bug fixes. Finally, beyond code bugs, can we use an approach like BAP for finding "bugs" in non-code data? For instance, can an approach like BAP which probes an LLM's latent representations allow us to localize a mistake in an answer to a particular erroneous reasoning step? ## Conclusion -BAP demonstrates that weak supervision can yield strong line-level fault localization. It bridges the gap between requiring test-based FL and prompting large language models. If you’re searching for a simple, efficient, and performant way to spot code bugs, give BAP a look! +The best LLMs are now highly capable at FL, enabling FL in many real-world settings where existing techniques are inapplicable due to their requirement for execution scripts, test-cases, or custom models. These LLMs, however, are highly expensive. +BAP demonstrates we can uncover strong line-level FL from a lightweight LLM by probing using just weak supervision. We show that BAP is highly performant across eight FL benchmarks, localizes multi-line bugs, and makes use of significantly less computational resources than LLM prompting with comparable performance. -Check out our paper and code if interested: -- **[Read the Paper](https://arxiv.org/abs/2502.13966)** for rigorous experiments, ablations, and theoretical underpinnings. -- **[Check Out the Code](https://github.com/adaminsky/BAP)** to try BAP’s bug localization on your own projects. \ No newline at end of file +Check out our **[Paper](https://arxiv.org/abs/2502.13966)** and **[Code](https://github.com/adaminsky/BAP)** if interested in learning more or using BAP. + +```bibtex +@article{stein2025s, + title={Where's the Bug? Attention Probing for Scalable Fault Localization}, + author={Stein, Adam and Wayne, Arthur and Naik, Aaditya and Naik, Mayur and Wong, Eric}, + journal={arXiv preprint arXiv:2502.13966}, + year={2025} +} +``` \ No newline at end of file From 6798e60b1370e2450b6b26ffe36a3fe884ede19f Mon Sep 17 00:00:00 2001 From: Adam Stein Date: Fri, 21 Mar 2025 18:47:00 -0400 Subject: [PATCH 5/5] Further revisions --- _posts/2025-02-19-BAP.md | 80 ++++++++++++++++++++++++---------------- 1 file changed, 48 insertions(+), 32 deletions(-) diff --git a/_posts/2025-02-19-BAP.md b/_posts/2025-02-19-BAP.md index ac0958643bc2..93a4d6e86f53 100644 --- a/_posts/2025-02-19-BAP.md +++ b/_posts/2025-02-19-BAP.md @@ -44,28 +44,30 @@ step3: > Locating bugs in code remains a challenging problem for both humans and automated systems. -> Existing methods either require existing test cases, training on costly line-level annotations, or resource-intensive LLMs. We present Bug Attention Probe (BAP), a method which learns to localize bugs without any direct localization labels, outperforming traditional fault localization baselines and prompting of large-scale LLMs. BAP is also highly efficient, outperforming large open-weight models at a small fraction of the computational cost. +> Existing methods for locating bugs either require executable test cases, training on costly line-level annotations, or resource-intensive LLMs. We present Bug Attention Probe (BAP), a method which learns to localize bugs without direct localization labels through an attention mechanism over latent code tokens. BAP identifies buggy lines of code by assigning high attention weights to the tokens comprising the buggy line. BAP not only +outperforms traditional fault localization baselines and prompting of large-scale LLMs, but it also requires a fraction of the computational cost of large LLMs. -Pinpointing the precise location of bugs in code, also known as fault localization (FL), is a central challenge in software engineering. As large language models (LLMs) become increasingly performant on code-related tasks, automating FL becomes even more useful and important. For example, LLMs are now used to propose complete bug fixes from only a user’s bug report, but their effectiveness is limited by their ability to first locate the bug. +Pinpointing the location of bugs in code, known as fault localization (FL), is a central challenge in software engineering. As large language models (LLMs) become increasingly performant on code-related tasks, automating FL becomes even more useful and important. For example, LLMs are now used to propose complete bug fixes from only a user’s bug report, but their effectiveness is limited by their ability to first locate the bug. -In the field of software engineering, this problem has been extensively studied, but the proposed methods often require code execution and provide overall poor performance. Rather than rely on code execution, recent deep learning approaches train models on line-level supervision (i.e. which lines have a bug and which do not have a bug), but this form of supervision is costly to collect. In many cases, LLMs with just prompting can achieve state-of-the-art FL, but only the largest of LLMs. +In the field of software engineering, this problem has been extensively studied, but the proposed methods often require code execution and provide overall poor performance. +Deep learning has recently enabled test and execution free FL by training models on line-level supervision (i.e. which lines have a bug and which do not have a bug), but this form of supervision is costly to collect. Such training can now even be avoided by just prompting the best LLMs. -The limitations of these existing FL approaches make their use on real-world code challenging. -LLMs now offer FL on arbitrary code, enabling tools which can autonomously fix bugs without any special setup or training, but this comes at a cost. -While LLM costs are relatively low for individual calls, the use of the best LLMs becomes highly costly on large and rapidly-evolving codebases where the LLM may be evaluated on all code files for every code change. The leads us to our central question: +The limitations of existing FL approaches make their use on real-world code challenging. +LLMs enable FL on arbitrary code, empowering the creation of tools which autonomously fix bugs without special setup or training, but this comes at a cost. +While LLM costs are low for individual calls, the use of the best LLMs becomes highly costly on large and rapidly-evolving codebases where the LLM may be evaluated on all code files for every code change. This leads us to our central question: How do we achieve strong FL performance without tests, strong supervision, or large-scale models? {: .notice--info} -To this end, we propose the *Bug Attention Probe* (BAP) which learns ontop of a lightweight LLM to perform FL using only weak supervision—that is, without needing line-level localization labels. Before presenting BAP, we will first introduce the problem of FL. +To this end, we propose the *Bug Attention Probe* (BAP) which elicits strong localization performance from a small LLM with a lightweight form of supervision (not requiring line-level localization labels). Before presenting BAP, we will first introduce the problem of FL. ## Fault Localization (FL) -Before starting to find bugs, what is a bug in the first place? For our purposes, a code segment can either have a bug or not, so we define a bug as a property $$b: \mathcal{P}\rightarrow \{0, 1\}$$ where $$\mathcal{P}$$ is the space of all possible programs. For a fragment of code $$c\in\mathcal{P}$$, the code is buggy if $$b(c)=1$$. +What is a bug in the first place? For our purposes, a code fragment can either have a bug or not, so we define a bug as a property $$b: \mathcal{P}\rightarrow \{0, 1\}$$ where $$\mathcal{P}$$ is the space of all possible programs. For a fragment of code $$c\in\mathcal{P}$$, the code is buggy if $$b(c)=1$$. We can now understand what it means to localize a bug. We use the notion of a counterfactual explanation to define bug localization. In particular, a program has a bug localized to line $$i$$ if modifying only line $$i$$ would remove the bug. Not all bugs can be localized to a single line, meaning one must modify multiple lines of code to make a code fragment bug free. Therefore, the groundtruth FL labels for buggy code fragments consist of one or more numbers corresponding to the lines of code which must be modified to remove the bug. -An FL method is simply a mapping from a buggy code fragment to a list of numbers representing the lines which need to be modified to remove the bug, $$l: \mathcal{P}\rightarrow \mathbb{Z}^+$$. An FL method is highly useful since it directly outputs which lines of code should be modified to fix a bug, but performing FL in practice faces several challenges. +We can think of an FL method as simply a mapping from a buggy code fragment to a list of numbers representing the lines we should change to remove the bug, $$l: \mathcal{P}\rightarrow \mathbb{Z}^+$$. An FL method is highly useful since it directly outputs which lines of code should be modified to fix a bug, but performing FL in practice presents several challenges. ### Challenges in FL @@ -115,7 +117,7 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e Weak Supervision

-

After BAP is trained on the detection task, we evaluate BAP on a code fragment and collect each code token's attention score to the final token to get token-level localization information. This information is not immediately interpretable since programmers operate on the code or line-level rather than the token-level.

+

After BAP is trained on the detection task, we evaluate BAP on a code fragment and collect each code token's attention score to the final token to get token-level localization information. This information is not immediately interpretable since programmers operate on the code-level or line-level rather than the token-level.

Attention Extraction
@@ -359,8 +361,8 @@ BAP consists of 3 steps: training with weak supervision, token-level attention e ## A Toy Example -We will now demonstrate BAP on a simple example to illustrate how it works and its usefulness. -Consider the following Java code snippet which we wrote: +We now demonstrate BAP on a simple example. +Consider the following Java code snippet which we wrote (without much thought): ```java Integer vote; public void addVote(int age) { @@ -372,19 +374,46 @@ public void addVote(int age) { } } ``` -If you look closely at the code, there are two major bugs! The first is that the condition for the if statement is inverted (`>= 18` prints "You’re a minor!"). The second issue is slightly more subtle in that the `vote` variable is defined as an `Integer` object, but the constructor is never called. This means that `vote` will be null when we try to increment its value. How would we apply BAP to this code and what will the output look like? +If you look closely at the code, there are two major bugs! The first is that the condition for the if statement is inverted (`>= 18` prints "You’re a minor!"). The second issue is slightly more subtle in that the `vote` variable is defined as an `Integer` reference which is `null` so it will be a problem if we try to increment its value. How would we apply BAP to this code and what will the output look like? ### BAP Attends to Buggy Lines + +
+
+ +
0.03Integer vote;
+
0.07public void addVote(int age) {
+
0.28 if (age >= 18) {
+
0.05 System.out.println("You're a minor!");
+
0.04 } else {
+
0.28 vote++;
+
0.10 System.out.println("You can vote!");
+
0.02 }
+
0.01}
+ +
+
Figure 1: BAP's attention visualization showing line-level bug detection scores. Higher scores (in red) indicate lines that the model identifies as likely containing bugs. The visualization correctly highlights both bugs: the inverted condition (age >= 18) and the potential null reference error (vote++).
+
+ - -
- -
0.03Integer vote;
-
0.07public void addVote(int age) {
-
0.28 if (age >= 18) {
-
0.05 System.out.println("You're a minor!");
-
0.04 } else {
-
0.28 vote++;
-
0.10 System.out.println("You can vote!");
-
0.02 }
-
0.01}
- -
-After training on code examples labelled with just "buggy" or "clean," BAP’s line-level attention highlights `if (age >= 18)` and `vote++;` as top suspects for buggy lines. No test harness or line-level annotations were needed—only knowledge of what buggy and non-buggy code snippets tend to look like. + +After training on code examples labelled with just "buggy" or "clean," Figure 1 shows that BAP’s line-level attention highlights `if (age >= 18)` and `vote++;` as top suspects for buggy lines. No test harness or line-level annotations were needed—only knowledge of what buggy and non-buggy code snippets tend to look like. In reality, the bugs we evaluate on are far less trivial and better resemble real-world bug encounters. @@ -436,9 +452,9 @@ In reality, the bugs we evaluate on are far less trivial and better resemble rea We evaluate BAP on eight diverse fault localization datasets including Python, Java, and C bugs, and we show that BAP outperforms the baselines at top-1 FL performance. See the first tab below for the plot of top-1 FL accuracy for all eight datasets of BAP compared to GPT-4o prompting as well as a recent deep learning FL approach called LLMAO. -Because our method produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. +Because BAP produces a ranking for each line of code in a given snippet, multiple suspicious lines can be identified simultaneously. See the second tab below for BAP's performance on multi-line bug classification where we see that BAP outperforms the baselines. -BAP is significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. +BAP is also significantly more efficient than prompting, outperforming large open-weight models at a small fraction of the computational cost. Even a 1B parameter base model with BAP outperforms zero-shot prompts on 90B parameter models and GPT-4o. See the third tab below.