diff --git a/run b/run
index 2362606..f79ecfe 100755
--- a/run
+++ b/run
@@ -652,7 +652,7 @@ addMode('tables', 'QA on HTML tables', lambda { |e| l(
   }),
   # Fig parameters
   selo(:cldir, 'execDir', '_OUTPATH_', '.'),
-  o('overwriteExecDir'), o('addToView', 13), o('jarFiles', 'libsempre/*'),
+  o('overwriteExecDir'), o('addToView', 15), o('jarFiles', 'libsempre/*'),
   sel(:cldir, l(), '>/dev/null'),
   # Set environment for table execution
   o('executor', 'tables.lambdadcs.LambdaDCSExecutor'),
@@ -660,6 +660,7 @@ addMode('tables', 'QA on HTML tables', lambda { |e| l(
   o('NumberFn.unitless'), o('NumberFn.alsoTestByConversion'),
   o('TypeInference.typeLookup', 'tables.TableTypeLookup'),
   o('JoinFn.specializedTypeCheck', false), o('JoinFn.typeInference', true),
+  o('Learner.outputPredValues'),
   # Value Evaluator
   letDefault(:eval, 'value'),
   sel(:eval, {
@@ -741,19 +742,24 @@ addMode('tables', 'QA on HTML tables', lambda { |e| l(
   tablesDataPaths,
   # Verbosity
   o('FeatureVector.ignoreZeroWeight'),
-  o('maxPrintedPredictions', 10), o('maxPrintedTrue', 10), o('logFeaturesLimit', 10),
+  o('logFeaturesLimit', 10),
   o('LambdaDCSException.noErrorMessage'),
   letDefault(:verbose, 0),
   sel(:verbose,
-    l(),
     l(
+      o('maxPrintedPredictions', 1), o('maxPrintedTrue', 1),
+    nil),
+    l(
+      o('maxPrintedPredictions', 10), o('maxPrintedTrue', 10),
       o('putCellNameInCanonicalUtterance'), o('showUtterance'),
     nil),
     l(
+      o('maxPrintedPredictions', 10), o('maxPrintedTrue', 10),
       o('putCellNameInCanonicalUtterance'), o('showUtterance'),
       o('summarizeRuleTime'), o('summarizeDenotations'),
     nil),
     l(
+      o('maxPrintedPredictions', 10), o('maxPrintedTrue', 10),
       o('putCellNameInCanonicalUtterance'), o('showUtterance'),
       o('summarizeRuleTime'), o('summarizeDenotations'),
       o('showRules'),
diff --git a/src/edu/stanford/nlp/sempre/BooleanValue.java b/src/edu/stanford/nlp/sempre/BooleanValue.java
index ae478b8..497683d 100644
--- a/src/edu/stanford/nlp/sempre/BooleanValue.java
+++ b/src/edu/stanford/nlp/sempre/BooleanValue.java
@@ -19,6 +19,9 @@ public class BooleanValue extends Value {
     return tree;
   }
 
+  @Override public String sortString() { return "" + value; }
+  @Override public String pureString() { return "" + value; }
+
   @Override public int hashCode() { return Boolean.valueOf(value).hashCode(); }
   @Override public boolean equals(Object o) {
     if (this == o) return true;
diff --git a/src/edu/stanford/nlp/sempre/DateValue.java b/src/edu/stanford/nlp/sempre/DateValue.java
index 56d186d..3aa71f9 100644
--- a/src/edu/stanford/nlp/sempre/DateValue.java
+++ b/src/edu/stanford/nlp/sempre/DateValue.java
@@ -86,6 +86,7 @@ public class DateValue extends Value {
         + "-" + (month == -1 ? "xx" : String.format("%02d", month))
         + "-" + (day == -1 ? "xx" : String.format("%02d", day));
   }
+  @Override public String pureString() { return isoString(); }
 
   @Override public int hashCode() {
     int hash = 0x7ed55d16;
diff --git a/src/edu/stanford/nlp/sempre/ExampleUtils.java b/src/edu/stanford/nlp/sempre/ExampleUtils.java
index 9bc16dd..91a317b 100644
--- a/src/edu/stanford/nlp/sempre/ExampleUtils.java
+++ b/src/edu/stanford/nlp/sempre/ExampleUtils.java
@@ -119,6 +119,29 @@ public final class ExampleUtils {
     out.close();
   }
 
+  public static void writePredictionTSV(int iter, String group, Example ex) {
+    String basePath = "preds-iter" + iter + "-" + group + ".tsv";
+    String outPath = Execution.getFile(basePath);
+    if (outPath == null) return;
+    PrintWriter out = IOUtils.openOutAppendHard(outPath);
+
+    List<String> fields = new ArrayList<>();
+    fields.add(ex.id);
+
+    if (!ex.predDerivations.isEmpty()) {
+      Derivation deriv = ex.predDerivations.get(0);
+      if (deriv.value instanceof ListValue) {
+        List<Value> values = ((ListValue) deriv.value).values;
+        for (Value v : values) {
+          fields.add(v.pureString().replaceAll("\\s+", " ").trim());
+        }
+      }
+    }
+
+    out.println(String.join("\t", fields));
+    out.close();
+  }
+
   //read lisptree and write json
   public static void main(String[] args) {
     Dataset dataset = new Dataset();
diff --git a/src/edu/stanford/nlp/sempre/Learner.java b/src/edu/stanford/nlp/sempre/Learner.java
index 6b2ce83..dc45d03 100644
--- a/src/edu/stanford/nlp/sempre/Learner.java
+++ b/src/edu/stanford/nlp/sempre/Learner.java
@@ -27,6 +27,8 @@ public class Learner {
 
     @Option(gloss = "Write predDerivations to examples file (huge)")
     public boolean outputPredDerivations = false;
+    @Option(gloss = "Write predicted values to a TSV file")
+    public boolean outputPredValues = false;
 
     @Option(gloss = "Dump all features and compatibility scores")
     public boolean dumpFeaturesAndCompatibility = false;
@@ -148,7 +150,7 @@ public class Learner {
     params.update(counts);
     LogInfo.end_track();
   }
-  
+
   public void onlineLearnExampleByFormula(Example ex, List<Formula> formulas) {
     HashMap<String, Double> counts = new HashMap<>();
     for (Derivation deriv : ex.predDerivations)
@@ -222,8 +224,11 @@ public class Learner {
           addFeedback(ex);
 
         // Write out examples and predictions
-        if (opts.outputPredDerivations && Builder.opts.parser.equals("FloatingParser")) {
-          ExampleUtils.writeParaphraseSDF(iter, group, ex, opts.outputPredDerivations);
+        if (opts.outputPredDerivations) {
+          ExampleUtils.writeParaphraseSDF(iter, group, ex, true);
+        }
+        if (opts.outputPredValues) {
+          ExampleUtils.writePredictionTSV(iter, group, ex);
         }
 
         // To save memory
diff --git a/src/edu/stanford/nlp/sempre/NameValue.java b/src/edu/stanford/nlp/sempre/NameValue.java
index 3a82556..38d99f9 100644
--- a/src/edu/stanford/nlp/sempre/NameValue.java
+++ b/src/edu/stanford/nlp/sempre/NameValue.java
@@ -42,6 +42,7 @@ public class NameValue extends Value {
   }
 
   @Override public String sortString() { return id; }
+  @Override public String pureString() { return description == null ? id : description; }
 
   @Override public int hashCode() { return id.hashCode(); }
   @Override public boolean equals(Object o) {
diff --git a/src/edu/stanford/nlp/sempre/NumberValue.java b/src/edu/stanford/nlp/sempre/NumberValue.java
index 6408f1b..cd48725 100644
--- a/src/edu/stanford/nlp/sempre/NumberValue.java
+++ b/src/edu/stanford/nlp/sempre/NumberValue.java
@@ -40,6 +40,7 @@ public class NumberValue extends Value {
   }
 
   @Override public String sortString() { return "" + value; }
+  @Override public String pureString() { return "" + value; }
 
   @Override public int hashCode() { return Double.valueOf(value).hashCode(); }
   @Override public boolean equals(Object o) {
diff --git a/src/edu/stanford/nlp/sempre/StringValue.java b/src/edu/stanford/nlp/sempre/StringValue.java
index b67c426..91ebda6 100644
--- a/src/edu/stanford/nlp/sempre/StringValue.java
+++ b/src/edu/stanford/nlp/sempre/StringValue.java
@@ -20,6 +20,7 @@ public class StringValue extends Value {
   }
 
   @Override public String sortString() { return "\"" + value + "\""; }
+  @Override public String pureString() { return value; }
 
   @Override public int hashCode() { return value.hashCode(); }
   @Override public boolean equals(Object o) {
diff --git a/src/edu/stanford/nlp/sempre/UriValue.java b/src/edu/stanford/nlp/sempre/UriValue.java
index baec2d6..e039898 100644
--- a/src/edu/stanford/nlp/sempre/UriValue.java
+++ b/src/edu/stanford/nlp/sempre/UriValue.java
@@ -20,6 +20,9 @@ public class UriValue extends Value {
     return tree;
   }
 
+  @Override public String sortString() { return "" + value; }
+  @Override public String pureString() { return "" + value; }
+
   @Override public int hashCode() { return value.hashCode(); }
   @Override public boolean equals(Object o) {
     if (this == o) return true;
diff --git a/src/edu/stanford/nlp/sempre/Value.java b/src/edu/stanford/nlp/sempre/Value.java
index a69aa2a..486d5ec 100644
--- a/src/edu/stanford/nlp/sempre/Value.java
+++ b/src/edu/stanford/nlp/sempre/Value.java
@@ -24,6 +24,9 @@ public abstract class Value {
   // (optional) String used for sorting Values. The default is to call toString()
   public String sortString() { return toString(); }
 
+  // (optional) String without the LispTree structure. The default is to call toString()
+  public String pureString() { return toString(); }
+
   @JsonCreator
   public static Value fromString(String str) {
     return Values.fromLispTree(LispTree.proto.parseFromString(str));
diff --git a/tables/README.md b/tables/README.md
index 2197eb8..700944a 100644
--- a/tables/README.md
+++ b/tables/README.md
@@ -33,7 +33,7 @@ Running the code
 
         ./run @mode=tables @data=u-1 @feat=all @train=1 -maxex train,100 dev,100
 
-  The command should take less than an hour.
+  The command should take less than 30 minutes.
 
   * To train on the complete development set, remove `-maxex train,100 dev,100`